diff --git a/ppo_v10/policy_update3565.state.json b/ppo_v10/policy_update3565.state.json
deleted file mode 100644
index 2581fd3754f08d77fcc0975b3306b39dd107cabe..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3565.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3566,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12049408,
-  "recent_wins": [
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3570.safetensors b/ppo_v10/policy_update3570.safetensors
deleted file mode 100644
index d727ced714444b7f11abfba99bdbed8a76fe37f9..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3570.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:fdb0f4b4679c8865eb893f29380f50be52c08205cc195cda267d49fe2a6816fc
-size 48494336
diff --git a/ppo_v10/policy_update3570.state.json b/ppo_v10/policy_update3570.state.json
deleted file mode 100644
index 1effe997245173b9010ab4c1b839f05c1e70c6bc..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3570.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3571,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12067328,
-  "recent_wins": [
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3575.safetensors b/ppo_v10/policy_update3575.safetensors
deleted file mode 100644
index 9fbec04d73417fe0169fd4f88b81f23493f2d8ec..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3575.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a64840df747debb38c304bc942d1c6abf84c7cce0ffac629cc8f88ab4f75984f
-size 48494336
diff --git a/ppo_v10/policy_update3575.state.json b/ppo_v10/policy_update3575.state.json
deleted file mode 100644
index b67caceefb6eac5e3c373334a60a4819feee74e5..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3575.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3576,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12085248,
-  "recent_wins": [
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3580.safetensors b/ppo_v10/policy_update3580.safetensors
deleted file mode 100644
index df91881c1647d67966440e55c87e53cbdb2415d1..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3580.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:1f242138e89b4da2d31a80e779e94222f0a42bc5b4fabf5939253fb37b045054
-size 48494336
diff --git a/ppo_v10/policy_update3580.state.json b/ppo_v10/policy_update3580.state.json
deleted file mode 100644
index a720a012afbcc6d5fde6a29ab43c1a86f4aa8b45..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3580.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3581,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12103168,
-  "recent_wins": [
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "recent_conversions": [
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3585.safetensors b/ppo_v10/policy_update3585.safetensors
deleted file mode 100644
index 95265d75b4412a0b514d12cdc9c282965f25f065..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3585.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0dd09b7f5c0338f8fbdf31b3f8fbad295e91830ebc3bae3b745825751c8f6c27
-size 48494336
diff --git a/ppo_v10/policy_update3585.state.json b/ppo_v10/policy_update3585.state.json
deleted file mode 100644
index cfbbcdf892908ca304cea1993db9f1ab8d97a8fa..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3585.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3586,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12121088,
-  "recent_wins": [
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3590.safetensors b/ppo_v10/policy_update3590.safetensors
deleted file mode 100644
index 8314405755f1b21cf7ca6cfbf72cfb72e3b1566d..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3590.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:258586fa568e5922211b569b561c3cf0a9264c13c0d00ae3e4d6ca7f38fc84c3
-size 48494336
diff --git a/ppo_v10/policy_update3590.state.json b/ppo_v10/policy_update3590.state.json
deleted file mode 100644
index 3204584efb4c8db23da61b0fe5ccbb11fbd199cb..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3590.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3591,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12139008,
-  "recent_wins": [
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3595.safetensors b/ppo_v10/policy_update3595.safetensors
deleted file mode 100644
index af1081a7915b029dd3558dc8890b1b69a5725a5e..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3595.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:bbd3ade8d4acbd54916441ac0eeb51c5ec107a026838afacc46f84c74a79c3c1
-size 48494336
diff --git a/ppo_v10/policy_update3595.state.json b/ppo_v10/policy_update3595.state.json
deleted file mode 100644
index bb8bc2dda95c96508e86a4e96513832335550d3d..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3595.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3596,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12156928,
-  "recent_wins": [
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3600.safetensors b/ppo_v10/policy_update3600.safetensors
deleted file mode 100644
index d4742bd9ea038d969e8187f0d410ace33f312027..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3600.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:36a9662e3fadde2fbe05e663a186729ae98a2adadf2302175663845360b05918
-size 48494336
diff --git a/ppo_v10/policy_update3600.state.json b/ppo_v10/policy_update3600.state.json
deleted file mode 100644
index 4508dcd642bbfb00cf303f59694f5a17ff422a24..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3600.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3601,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12174848,
-  "recent_wins": [
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3605.safetensors b/ppo_v10/policy_update3605.safetensors
deleted file mode 100644
index 3420e6d01ee9556debfa09185c9ae140a5f89afa..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3605.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d37be09bd7f263ad8b8a08a533fddfbe87bb956c6761ce3be737a168691fc90b
-size 48494336
diff --git a/ppo_v10/policy_update3605.state.json b/ppo_v10/policy_update3605.state.json
deleted file mode 100644
index 6d314cc55f4fd71242853b9677279492cc5e4387..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3605.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3606,
-  "stage": 2,
-  "ent_scale": 4.319187992657381,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12192768,
-  "recent_wins": [
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3610.safetensors b/ppo_v10/policy_update3610.safetensors
deleted file mode 100644
index a0244d99c946fea8200b3527c0e2424498c27d13..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3610.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7fd4545380a02d1f279eae758ff6b5a7e1468eac31401b4c4745ed831cf07829
-size 48494336
diff --git a/ppo_v10/policy_update3610.state.json b/ppo_v10/policy_update3610.state.json
deleted file mode 100644
index 73bd2ef76fe964d8995c83d71364538cc73f7f95..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3610.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3611,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12210688,
-  "recent_wins": [
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3615.safetensors b/ppo_v10/policy_update3615.safetensors
deleted file mode 100644
index 7575c876241d0766901138fd2f0b5ffee7ba0cc7..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3615.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b5cf571ba21d71324abd278bf316938df1de4c8958c852b710c00f742b0fe5f0
-size 48494336
diff --git a/ppo_v10/policy_update3615.state.json b/ppo_v10/policy_update3615.state.json
deleted file mode 100644
index 4f35724dd690b1779e1f0734d53833b40febc0c2..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3615.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3616,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12228608,
-  "recent_wins": [
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "recent_conversions": [
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3620.safetensors b/ppo_v10/policy_update3620.safetensors
deleted file mode 100644
index 9586380ff6292e95a8f08ed0e67b9bc2ca19244c..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3620.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6624d78ce633044d180aa6e62b92b40caa9a64dc4e015d2ae5f6abb8e2d75191
-size 48494336
diff --git a/ppo_v10/policy_update3620.state.json b/ppo_v10/policy_update3620.state.json
deleted file mode 100644
index ce2ce58fff01303627a616b7470c7e1de7ca1fd4..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3620.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3621,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12246528,
-  "recent_wins": [
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3625.safetensors b/ppo_v10/policy_update3625.safetensors
deleted file mode 100644
index f73a4906de37f988eea1f888200088a6e44c2fee..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3625.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:edbfa0940483bbfc6eafe1a7367623184784a1dafd860309098fecc8f55351d6
-size 48494336
diff --git a/ppo_v10/policy_update3625.state.json b/ppo_v10/policy_update3625.state.json
deleted file mode 100644
index 47e204c6d6c752f57b262ec1f8c3dab1a36997c1..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3625.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3626,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12264448,
-  "recent_wins": [
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3630.safetensors b/ppo_v10/policy_update3630.safetensors
deleted file mode 100644
index cbfd8da0727f829e71fd38be9b46b61fdc8c2a61..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3630.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9884a01b1a55f42f5be612e1cc61c5d912eed41caa06e4141f84aa96f84b17d7
-size 48494336
diff --git a/ppo_v10/policy_update3630.state.json b/ppo_v10/policy_update3630.state.json
deleted file mode 100644
index 2d4b6cf6f0bd3b3526b79ccd85da722d37f81372..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3630.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3631,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12282368,
-  "recent_wins": [
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3635.safetensors b/ppo_v10/policy_update3635.safetensors
deleted file mode 100644
index 01ecb0d3a70b47776af2172bbdae1b25fdde12f6..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3635.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c85674be636ea6040de785b7a9af3e4f685274c74e3d123538e62c7c97972475
-size 48494336
diff --git a/ppo_v10/policy_update3635.state.json b/ppo_v10/policy_update3635.state.json
deleted file mode 100644
index 23fc6575060f42ec0857aa9d409ddaa2f7a2c271..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3635.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3636,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12300288,
-  "recent_wins": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3640.safetensors b/ppo_v10/policy_update3640.safetensors
deleted file mode 100644
index 018b5cf359baff6eddcdee835528f6d2dcd88ced..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3640.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:05791fc190b283d3c1d54ea5c8f41fed66655cbe438f3c3da9cb0aadd8bef744
-size 48494336
diff --git a/ppo_v10/policy_update3640.state.json b/ppo_v10/policy_update3640.state.json
deleted file mode 100644
index 9bb3578588e4fd89a3fbd92513c4f6522aab1f8d..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3640.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3641,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12318208,
-  "recent_wins": [
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3645.safetensors b/ppo_v10/policy_update3645.safetensors
deleted file mode 100644
index a46d66e40b6a81dac003c50275bcb4c25e680a7f..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3645.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c256a9bc9a188766a7537f34ca291473fe6d7bf6e9204fc4fea9f6f6fe68f619
-size 48494336
diff --git a/ppo_v10/policy_update3645.state.json b/ppo_v10/policy_update3645.state.json
deleted file mode 100644
index 631478c1e9cbfe81bb04a747c649c85466f13161..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3645.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3646,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12336128,
-  "recent_wins": [
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3650.safetensors b/ppo_v10/policy_update3650.safetensors
deleted file mode 100644
index 692db2fc10d80359b1eaab7e1142b91a7d3fcc7d..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3650.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f381222a69f6e4f4685e5df8bfab4848bb8136fae4f68d2616a51764783281e0
-size 48494336
diff --git a/ppo_v10/policy_update3650.state.json b/ppo_v10/policy_update3650.state.json
deleted file mode 100644
index 7fcb5ec8a2ad238fe046653d35afb70e5c21cc3e..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3650.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3651,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12354048,
-  "recent_wins": [
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3655.safetensors b/ppo_v10/policy_update3655.safetensors
deleted file mode 100644
index ac18d9d2e080753a9e85ce16076a63b88b7c46e1..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3655.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2723c339f9f174078c7ff7c5cbff52b84a58e4135fd155bcb705b9b9fcf3c4b2
-size 48494336
diff --git a/ppo_v10/policy_update3655.state.json b/ppo_v10/policy_update3655.state.json
deleted file mode 100644
index 2d13fd900510b8c45def474de81541630584c401..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3655.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3656,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12371968,
-  "recent_wins": [
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3660.safetensors b/ppo_v10/policy_update3660.safetensors
deleted file mode 100644
index ad74c5a9a098c183b5c359a3756042c660a304f7..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3660.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:53f957420af153e077a9e82a238dd00e5dce71324e5956d12b1306bddb408a15
-size 48494336
diff --git a/ppo_v10/policy_update3660.state.json b/ppo_v10/policy_update3660.state.json
deleted file mode 100644
index 5be6d9c1211e1eac299b68c6a65740a89aadfc04..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3660.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3661,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12389888,
-  "recent_wins": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3665.safetensors b/ppo_v10/policy_update3665.safetensors
deleted file mode 100644
index 29109eca9326bd4c66fe69ec1bf91a29fb36001e..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3665.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:183507b135436c741dabf7e5760791727234b17318ca9a4e697a8cde6097b828
-size 48494336
diff --git a/ppo_v10/policy_update3665.state.json b/ppo_v10/policy_update3665.state.json
deleted file mode 100644
index bda88798b3946f2c072992a7b148841be208a6c3..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3665.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3666,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12407808,
-  "recent_wins": [
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3670.safetensors b/ppo_v10/policy_update3670.safetensors
deleted file mode 100644
index 8042a67939e658fe502d62ee5a693f0c9c8b1511..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3670.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2bc2b8d2d5ecd83634bc9b9689b7d8d881a7f7b032bab98870cfc8b9e77cdf0a
-size 48494336
diff --git a/ppo_v10/policy_update3670.state.json b/ppo_v10/policy_update3670.state.json
deleted file mode 100644
index 97123e0a0b81b842290c270457188951df31d251..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3670.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3671,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12425728,
-  "recent_wins": [
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3675.safetensors b/ppo_v10/policy_update3675.safetensors
deleted file mode 100644
index ba4997156c421b672611245c5ddbf2b687493ed8..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3675.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:16716540908818e6137b75ea1041dd2b6f2c2a39e93bf71f4b7d74774168f3a4
-size 48494336
diff --git a/ppo_v10/policy_update3675.state.json b/ppo_v10/policy_update3675.state.json
deleted file mode 100644
index 932765ec9415f457b40e99f18c2927673cdd6040..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3675.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3676,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12443648,
-  "recent_wins": [
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3680.safetensors b/ppo_v10/policy_update3680.safetensors
deleted file mode 100644
index 30402a4482fba1ad7847805d63b35a3598f45493..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3680.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4a7ba6809121f5619011cf1639ecb67d5ad8499753112254c40e00051110125d
-size 48494336
diff --git a/ppo_v10/policy_update3680.state.json b/ppo_v10/policy_update3680.state.json
deleted file mode 100644
index 55fb6c6519489d2bb91dea756334d567690142c4..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3680.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3681,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12461568,
-  "recent_wins": [
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3685.safetensors b/ppo_v10/policy_update3685.safetensors
deleted file mode 100644
index 8c360846e7d509a59e050872ad6827459ebe48d3..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3685.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:1188d4785671d7f59d6f2d76f909bd9ba190a3e344b0f73d9ca8c550a3a2b050
-size 48494336
diff --git a/ppo_v10/policy_update3685.state.json b/ppo_v10/policy_update3685.state.json
deleted file mode 100644
index 2b906f887e86100e71e240535103bafeae28f61b..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3685.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3686,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12479488,
-  "recent_wins": [
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3690.safetensors b/ppo_v10/policy_update3690.safetensors
deleted file mode 100644
index e266e548b15c69cc9668527dde158fa95a01dfb1..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3690.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:46b80ffb4063fd6b055df9363cf89fece7880ff8a7fc25ea3c248608872b979c
-size 48494336
diff --git a/ppo_v10/policy_update3690.state.json b/ppo_v10/policy_update3690.state.json
deleted file mode 100644
index 322a3286e0936aebbe109ffd2e200e7dad5bd2a0..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3690.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3691,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12497408,
-  "recent_wins": [
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3695.safetensors b/ppo_v10/policy_update3695.safetensors
deleted file mode 100644
index 293257304657370db93d812ffd7c7dd082499bba..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3695.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5109a0e844ddc1e88d34fca5e90489c6b1d5bc5317ad7709855f149bbebb8005
-size 48494336
diff --git a/ppo_v10/policy_update3695.state.json b/ppo_v10/policy_update3695.state.json
deleted file mode 100644
index 39bdc04ec78f63438edeccebc7683f1a4920383a..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3695.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3696,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12515328,
-  "recent_wins": [
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3700.safetensors b/ppo_v10/policy_update3700.safetensors
deleted file mode 100644
index a272333dd536ccd4558503b8f07ecbb51fc0c0e9..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3700.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e0b37ce062c02fa8e2ca6e59ea4ee3122f9dac61677f5276533173d76b75cf3f
-size 48494336
diff --git a/ppo_v10/policy_update3700.state.json b/ppo_v10/policy_update3700.state.json
deleted file mode 100644
index ca9ddb158e58c9d252db68585e735ea347d92516..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3700.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3701,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12533248,
-  "recent_wins": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3705.safetensors b/ppo_v10/policy_update3705.safetensors
deleted file mode 100644
index dd10db1dd03eb17bf12ea6164feb2267cfda60ba..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3705.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:96ec47e54e75a2187f66c6ebbeea0b8d0f7e686c7503154e9783d10311706c22
-size 48494336
diff --git a/ppo_v10/policy_update3705.state.json b/ppo_v10/policy_update3705.state.json
deleted file mode 100644
index b55eb23d6e75cb13bc0f88001022c4087556e968..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3705.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3706,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12551168,
-  "recent_wins": [
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3710.safetensors b/ppo_v10/policy_update3710.safetensors
deleted file mode 100644
index 71b84ae4857ba47dc4f285446e520a94f4a044e5..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3710.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a09d7de9071868c0c90ac7bbb055898bcae84ffa1597ea0a66b8d6db85740d4d
-size 48494336
diff --git a/ppo_v10/policy_update3710.state.json b/ppo_v10/policy_update3710.state.json
deleted file mode 100644
index f017a667fcb947041f0b6b80862564956af5646d..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3710.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3711,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12569088,
-  "recent_wins": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3715.safetensors b/ppo_v10/policy_update3715.safetensors
deleted file mode 100644
index 17de6906a9b904799798ebc4cd7510d567cf9194..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3715.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:49e6b70fec2c8e8d855d6b99356ef6ffb7d180c7bf2fc390255d8d62c1124d1c
-size 48494336
diff --git a/ppo_v10/policy_update3715.state.json b/ppo_v10/policy_update3715.state.json
deleted file mode 100644
index 6c2a179bca31bf58ff0f93a58e05a5f5116b892e..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3715.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3716,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12587008,
-  "recent_wins": [
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3720.safetensors b/ppo_v10/policy_update3720.safetensors
deleted file mode 100644
index c2d8024e99aac453a7b6121f15d8cb80c75ae403..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3720.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:df9e6359771ae20d559e54adaf7a697995c28b17b8b7b8fa9150f12e41aa3609
-size 48494336
diff --git a/ppo_v10/policy_update3720.state.json b/ppo_v10/policy_update3720.state.json
deleted file mode 100644
index 298baf9f2b70abbbc5baf2fcf1abcd8c07ab62fd..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3720.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3721,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12604928,
-  "recent_wins": [
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3725.safetensors b/ppo_v10/policy_update3725.safetensors
deleted file mode 100644
index 293c5657e3996ac1c251c93e8f5dc32f20ef440b..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3725.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e8963d7e404b984351e34c39d171ac0f716fe9f886487952e65d037d9fb75582
-size 48494336
diff --git a/ppo_v10/policy_update3725.state.json b/ppo_v10/policy_update3725.state.json
deleted file mode 100644
index 36fbb7ae387ed13e8619680dfbda8699ff35e954..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3725.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3726,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12622848,
-  "recent_wins": [
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3730.safetensors b/ppo_v10/policy_update3730.safetensors
deleted file mode 100644
index 49776a830df8c4b26a2f4991f794e44b02c15260..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3730.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0fbd33bef229fd53d2aeab6989e58d3933b49650bcefc6974364a84fbd29ae21
-size 48494336
diff --git a/ppo_v10/policy_update3730.state.json b/ppo_v10/policy_update3730.state.json
deleted file mode 100644
index 1ff6fbaacc7452134c1af59fa3929b790cc63757..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3730.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3731,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12640768,
-  "recent_wins": [
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3735.safetensors b/ppo_v10/policy_update3735.safetensors
deleted file mode 100644
index 3c0c11cb6fe9af63757de9ca9e4878097052d3a6..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3735.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c2c7812b6d15a450cf42868d7c9804728c077b26df8afdb2fec2905799771960
-size 48494336
diff --git a/ppo_v10/policy_update3735.state.json b/ppo_v10/policy_update3735.state.json
deleted file mode 100644
index 30e1289d1f2feac3af9a321ba26e1828e8c6ffc1..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3735.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3736,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12658688,
-  "recent_wins": [
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3740.safetensors b/ppo_v10/policy_update3740.safetensors
deleted file mode 100644
index 1f1c625d63f6bd9b8f97f9820f215f794c05a247..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3740.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:bfd05a8149a67c8554bab8af9c9f916b93f6330f7a491a5e4b6c54049111778f
-size 48494336
diff --git a/ppo_v10/policy_update3740.state.json b/ppo_v10/policy_update3740.state.json
deleted file mode 100644
index 07fc70e3af7f7533c14aa16325bc7d5c44e5619a..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3740.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3741,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12676608,
-  "recent_wins": [
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3745.safetensors b/ppo_v10/policy_update3745.safetensors
deleted file mode 100644
index 946e41c34ad63cf70ea8be5b516f635181787ed2..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3745.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4f39d5c2476e7a345f93e9936eb71511c8efedaa7126de7fe502be70f289804c
-size 48494336
diff --git a/ppo_v10/policy_update3745.state.json b/ppo_v10/policy_update3745.state.json
deleted file mode 100644
index a3baf03f79e5db3c5bfa2a5ad1b944c42ff5d8b9..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3745.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3746,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12694528,
-  "recent_wins": [
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "recent_conversions": [
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3750.safetensors b/ppo_v10/policy_update3750.safetensors
deleted file mode 100644
index 709f7541e08097c80d7b55c2d66cc2d641d780fc..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3750.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:63ab3ff5abedba1c960a253d12eb6925905544fd98ffbf800bafadc4b84e6767
-size 48494336
diff --git a/ppo_v10/policy_update3750.state.json b/ppo_v10/policy_update3750.state.json
deleted file mode 100644
index 6ef4b506fb0d6b1c982a2c261f0a3bf0cec377b5..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3750.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3751,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12712448,
-  "recent_wins": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3755.safetensors b/ppo_v10/policy_update3755.safetensors
deleted file mode 100644
index 579ed2b6e3e5f08615c9a15993f876fd06445358..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3755.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5aeff0514ec70d91ad3d7b704316e2790bb67708967d42c5520f6d69423120b1
-size 48494336
diff --git a/ppo_v10/policy_update3755.state.json b/ppo_v10/policy_update3755.state.json
deleted file mode 100644
index 3a911b02d4a52666f21a62c057c918efd2968722..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3755.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3756,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12730368,
-  "recent_wins": [
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_conversions": [
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3760.safetensors b/ppo_v10/policy_update3760.safetensors
deleted file mode 100644
index 2139f3e55d23ef09165a0a22d9db5365f4da5807..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3760.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:039c4b32bdb845fe13141b8a14309e5ece234e0e74e4d2b27bc68faf9e172c19
-size 48494336
diff --git a/ppo_v10/policy_update3760.state.json b/ppo_v10/policy_update3760.state.json
deleted file mode 100644
index ff0b7fce19f5fe168a365811c604bdc9bea11c9e..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3760.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3761,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12748288,
-  "recent_wins": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3765.safetensors b/ppo_v10/policy_update3765.safetensors
deleted file mode 100644
index 0b25ef603364d416dcc13b1f2bde4aae8a18e8d4..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3765.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:22dcdac3db175c876db66b6f8f20e93764c294b224e56f2a9ac169e80b0c769c
-size 48494336
diff --git a/ppo_v10/policy_update3765.state.json b/ppo_v10/policy_update3765.state.json
deleted file mode 100644
index 5bada8c54f194d9760b572aa49e8f1d171e2d4ae..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3765.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3766,
-  "stage": 2,
-  "ent_scale": 4.11351237395941,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12766208,
-  "recent_wins": [
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3770.safetensors b/ppo_v10/policy_update3770.safetensors
deleted file mode 100644
index 76fb727684a9c49d346f0a9d70821ccfe9768a05..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3770.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f22ecd52a41dd83234d384bb2960ab436636576bd782f802761c0a592adccae0
-size 48494336
diff --git a/ppo_v10/policy_update3770.state.json b/ppo_v10/policy_update3770.state.json
deleted file mode 100644
index fddd985a2e5ffb8cc874e6194545927dcfb917fe..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3770.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3771,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12784128,
-  "recent_wins": [
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0
-  ],
-  "recent_deaths": [
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3775.safetensors b/ppo_v10/policy_update3775.safetensors
deleted file mode 100644
index c28722c413ef5439b57ab35c56477b45568c499d..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3775.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:fed4ba490706b817bc9ede7cc0ec50ae96f4ec168eeab45057381be8223e0742
-size 48494336
diff --git a/ppo_v10/policy_update3775.state.json b/ppo_v10/policy_update3775.state.json
deleted file mode 100644
index d84d8ba22a891a4de0417a18bc451008857dac40..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3775.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3776,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12802048,
-  "recent_wins": [
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3780.safetensors b/ppo_v10/policy_update3780.safetensors
deleted file mode 100644
index ab88d66d6f523fc752e43d9eb9f0352b94576f11..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3780.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6c3075bfeff641273b3df6dfce31af73e26e530396e322aa46953fe2b845687a
-size 48494336
diff --git a/ppo_v10/policy_update3780.state.json b/ppo_v10/policy_update3780.state.json
deleted file mode 100644
index bca2703971a00b36e1fdf97d5e515370dce41a30..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3780.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3781,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12819968,
-  "recent_wins": [
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3785.safetensors b/ppo_v10/policy_update3785.safetensors
deleted file mode 100644
index 6468504718bc6dc9e7aee6b6f41444ced041dea9..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3785.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:eb83272c1b885b37284879e1173ebfade06f003d78cd4609102d2f71b552d599
-size 48494336
diff --git a/ppo_v10/policy_update3785.state.json b/ppo_v10/policy_update3785.state.json
deleted file mode 100644
index ed08dfa849e03952dffef7bb599ad0ce09f9c856..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3785.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3786,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12837888,
-  "recent_wins": [
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3790.safetensors b/ppo_v10/policy_update3790.safetensors
deleted file mode 100644
index c230cc0d191a028b293019828aa00f36912a887d..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3790.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:862010aba1169a223bbff06b634be4336472a68fe420967ebce511adf042beb8
-size 48494336
diff --git a/ppo_v10/policy_update3790.state.json b/ppo_v10/policy_update3790.state.json
deleted file mode 100644
index fa0537867dc00b5d20e387430a7f0552d48dba9e..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3790.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3791,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12855808,
-  "recent_wins": [
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3795.safetensors b/ppo_v10/policy_update3795.safetensors
deleted file mode 100644
index 5809b357a4d94d87c5f240b23034c7b3d2373302..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3795.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4dce51819c5cb121a4296b0a0f120544f69ecc2b0c02d43262f1570cd3779fe0
-size 48494336
diff --git a/ppo_v10/policy_update3795.state.json b/ppo_v10/policy_update3795.state.json
deleted file mode 100644
index 8040ad144328ee4794f39df383a70ba892ae038d..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3795.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3796,
-  "stage": 2,
-  "ent_scale": 4.11351237395941,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12873728,
-  "recent_wins": [
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3800.safetensors b/ppo_v10/policy_update3800.safetensors
deleted file mode 100644
index f568e26d518c5a8730464ecc347ced3f6f6a11f0..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3800.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:76ebea7a38215445547a3a5e985190698c638205464621c4ffbb9bcbe3c8a410
-size 48494336
diff --git a/ppo_v10/policy_update3800.state.json b/ppo_v10/policy_update3800.state.json
deleted file mode 100644
index 8b78942c2362a9939eddda853180e02297fa6326..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3800.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3801,
-  "stage": 2,
-  "ent_scale": 4.11351237395941,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12891648,
-  "recent_wins": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_conversions": [
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3805.safetensors b/ppo_v10/policy_update3805.safetensors
deleted file mode 100644
index a98b4384c1cdfa7f753a270a7b4697d99cdfd237..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3805.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3ff04f7441b70000f98e04fe9d97ba87d937ac68f5ab911ed93c94948fa3e2a0
-size 48494336
diff --git a/ppo_v10/policy_update3805.state.json b/ppo_v10/policy_update3805.state.json
deleted file mode 100644
index 6e10936683ccb9c1e79903357f44b29739bc3465..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3805.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3806,
-  "stage": 2,
-  "ent_scale": 3.223044581088986,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12909568,
-  "recent_wins": [
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3810.safetensors b/ppo_v10/policy_update3810.safetensors
deleted file mode 100644
index efa4064db3cf7ee397e56ccfb126b679909db562..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3810.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:27b1dc556cedc332a3143ed94d9d847c58935704b301a6a1e259221fce71a0e2
-size 48494336
diff --git a/ppo_v10/policy_update3810.state.json b/ppo_v10/policy_update3810.state.json
deleted file mode 100644
index 63d379be305242179260e2e04afc82ea13a50e7a..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3810.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3811,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12927488,
-  "recent_wins": [
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3815.safetensors b/ppo_v10/policy_update3815.safetensors
deleted file mode 100644
index ac379a416a21db961cd0882dec9c6d6977284d11..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3815.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2be28e9ee8551067654a1c33d1f8e7ce2cd313772f0de21a28e7f1e002417901
-size 48494336
diff --git a/ppo_v10/policy_update3815.state.json b/ppo_v10/policy_update3815.state.json
deleted file mode 100644
index 571c9b603a1748def6244b9323c0d4f2bc6c0572..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3815.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3816,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12945408,
-  "recent_wins": [
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3820.safetensors b/ppo_v10/policy_update3820.safetensors
deleted file mode 100644
index ad688ad74bfe6cab4efe44a681e9c263a587a3cb..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3820.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:fdc7cbed56301d3d2e93cc9610869ac29321ed6e78f12c481110b5f652b9490e
-size 48494336
diff --git a/ppo_v10/policy_update3820.state.json b/ppo_v10/policy_update3820.state.json
deleted file mode 100644
index 951deafa2f1dfba581b3a5ab1fe5acd7e2675fb6..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3820.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3821,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12963328,
-  "recent_wins": [
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3825.safetensors b/ppo_v10/policy_update3825.safetensors
deleted file mode 100644
index 41bac365016d44852e65fd08e6dce174b21b7f24..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3825.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:df707a8a25a823e44c6062884577bc3c6eb4d225c2841993cbbf8afc46b38e8c
-size 48494336
diff --git a/ppo_v10/policy_update3825.state.json b/ppo_v10/policy_update3825.state.json
deleted file mode 100644
index bee0863a9eab685233db6e35e0fec6f6c9556ef6..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3825.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3826,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12981248,
-  "recent_wins": [
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3830.safetensors b/ppo_v10/policy_update3830.safetensors
deleted file mode 100644
index 054435b4eb4af726a19b6e564790820c72bb4860..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3830.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:decc473a9a378a8624640a6a775d4d5d337477e792ed0efa85cb4cb92f78598b
-size 48494336
diff --git a/ppo_v10/policy_update3830.state.json b/ppo_v10/policy_update3830.state.json
deleted file mode 100644
index a77fd45e5c788543e10809d143a034b4831c39d5..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3830.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3831,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 12999168,
-  "recent_wins": [
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3835.safetensors b/ppo_v10/policy_update3835.safetensors
deleted file mode 100644
index eca322440d299f606d4bd7f3cb99359f5a5ed5d0..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3835.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2c25d5d84fdeec2c16ba434957fff02adc07ddfdaf008d1becf05ca769b04f6f
-size 48494336
diff --git a/ppo_v10/policy_update3835.state.json b/ppo_v10/policy_update3835.state.json
deleted file mode 100644
index 113f49f925f208853d8d409f9abc29c166356851..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3835.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3836,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13017088,
-  "recent_wins": [
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3840.safetensors b/ppo_v10/policy_update3840.safetensors
deleted file mode 100644
index b9bef594f012a1ba262eb5343aede8409e321011..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3840.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:80a376b37f5a77ed82728163a0da2417c24cb1cad2c725fef7c73dfb204ae2cf
-size 48494336
diff --git a/ppo_v10/policy_update3840.state.json b/ppo_v10/policy_update3840.state.json
deleted file mode 100644
index 2992d1ce6e76026148320dec7ad1cc72ed38818e..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3840.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3841,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13035008,
-  "recent_wins": [
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3845.safetensors b/ppo_v10/policy_update3845.safetensors
deleted file mode 100644
index 1eb27aa98bf58cdbd3402915b4b1edf188afe539..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3845.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e4310d97c4584b60583ebc354d52796e39bec4f1f06aff135ccaf99f2e1e71cc
-size 48494336
diff --git a/ppo_v10/policy_update3845.state.json b/ppo_v10/policy_update3845.state.json
deleted file mode 100644
index 52015b090a5210cfc3b83518b5752e09d6b65747..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3845.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3846,
-  "stage": 2,
-  "ent_scale": 3.917630832342295,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13052928,
-  "recent_wins": [
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3850.safetensors b/ppo_v10/policy_update3850.safetensors
deleted file mode 100644
index d5485aec7d420146679997ddd2aac41661c0e6a4..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3850.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3d19777dafadae163cefd639e9940ae07b7d23e2703987711ed1cc3f9ee3c2a5
-size 48494336
diff --git a/ppo_v10/policy_update3850.state.json b/ppo_v10/policy_update3850.state.json
deleted file mode 100644
index 3b56f2e239ed5b6faa3e6a7a0b7e4002626f7976..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3850.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3851,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13070848,
-  "recent_wins": [
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3855.safetensors b/ppo_v10/policy_update3855.safetensors
deleted file mode 100644
index be72c4fd66d53ee49dd0cab57a0f5de43265b935..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3855.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:06323bb912ae90635e778aac32da6b32687a73f6b729b8a95584918a8040f5ea
-size 48494336
diff --git a/ppo_v10/policy_update3855.state.json b/ppo_v10/policy_update3855.state.json
deleted file mode 100644
index e6f2992ea0ceb16b426846c5afe5cedd30958ded..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3855.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3856,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13088768,
-  "recent_wins": [
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "recent_conversions": [
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3860.safetensors b/ppo_v10/policy_update3860.safetensors
deleted file mode 100644
index 1467597c5ececdc8e638af2bfce1be260e0e9738..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3860.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5f78e499e8669ab0b33298892602f94909f4e60eed7a39dfccaf8496fe965920
-size 48494336
diff --git a/ppo_v10/policy_update3860.state.json b/ppo_v10/policy_update3860.state.json
deleted file mode 100644
index 3e5c5a444ff575f54826d6fd706e29272f420bea..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3860.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3861,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13106688,
-  "recent_wins": [
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3865.safetensors b/ppo_v10/policy_update3865.safetensors
deleted file mode 100644
index 7c32ec1f860e4fb73e08ff6debd265b7d0e050a6..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3865.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:12cd43cde4a5b179d5c685eb8b5dec6571b089e7e518ca47f63d92c5170cadbd
-size 48494336
diff --git a/ppo_v10/policy_update3865.state.json b/ppo_v10/policy_update3865.state.json
deleted file mode 100644
index bb748a2b7412b39077cf8b143de08029be1759d8..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3865.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3866,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13124608,
-  "recent_wins": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3870.safetensors b/ppo_v10/policy_update3870.safetensors
deleted file mode 100644
index 86b59b17cebe3c01dd92ed835f6e3c1bf5f5633c..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3870.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e13ad3c5742676e7f8753bfec515364c8bc06e33cf60bc9277fa831e7f061bac
-size 48494336
diff --git a/ppo_v10/policy_update3870.state.json b/ppo_v10/policy_update3870.state.json
deleted file mode 100644
index c817403d701cfceba4a2aa2d69d5f10e1868f888..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3870.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3871,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13142528,
-  "recent_wins": [
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3875.safetensors b/ppo_v10/policy_update3875.safetensors
deleted file mode 100644
index b110c03b6d9685efaa860a1543a07c83f36e396c..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3875.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c8e8f059e3df326c5c630281637a3b514e5b5eed44a924eaa6efcd27eddb0cbf
-size 48494336
diff --git a/ppo_v10/policy_update3875.state.json b/ppo_v10/policy_update3875.state.json
deleted file mode 100644
index 7cf14a7aba9b3f92d6db972d9efa02d56a480cf2..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3875.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3876,
-  "stage": 2,
-  "ent_scale": 4.535147392290249,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13160448,
-  "recent_wins": [
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3880.safetensors b/ppo_v10/policy_update3880.safetensors
deleted file mode 100644
index 3c8cde96e1d83e37f706cd516dc543d973cd4819..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3880.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:adbdf4c6c5e49f5ef8268e00e8d13c10bc0147a0031b8950cc9836de1126b7f1
-size 48494336
diff --git a/ppo_v10/policy_update3880.state.json b/ppo_v10/policy_update3880.state.json
deleted file mode 100644
index cd98ced6a9264b4eb7c72bd02de6755fde70a035..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3880.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3881,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13178368,
-  "recent_wins": [
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3885.safetensors b/ppo_v10/policy_update3885.safetensors
deleted file mode 100644
index 11fd68008165a00845e0ab5c2cd6d064583c76cc..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3885.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:1766776a10ffd4c0f9db5dd1baa75186e381ce6b324782b65301b979e72e20b4
-size 48494336
diff --git a/ppo_v10/policy_update3885.state.json b/ppo_v10/policy_update3885.state.json
deleted file mode 100644
index 3bfd33e68d409819bd06508b821a82aea209d4fb..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3885.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3886,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13196288,
-  "recent_wins": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3890.safetensors b/ppo_v10/policy_update3890.safetensors
deleted file mode 100644
index f451556cb5d5e481180c168388a631b8b6adfdbb..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3890.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:cdda93c08557d2e90e28379140d9ad1f1ce94f2601f6c1aa8d053fcae99dc59f
-size 48494336
diff --git a/ppo_v10/policy_update3890.state.json b/ppo_v10/policy_update3890.state.json
deleted file mode 100644
index 526fca0d58fd1d9c3ecad667d83bbb7b1f8e19d8..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3890.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3891,
-  "stage": 2,
-  "ent_scale": 4.535147392290249,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13214208,
-  "recent_wins": [
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3895.safetensors b/ppo_v10/policy_update3895.safetensors
deleted file mode 100644
index 659ce22cca68eb0d40d384fd20b76f9fa7b3e14b..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3895.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:887997557950aaf64a25ae4227285dbbad6889f10f427e62ce75892fa8ff2afe
-size 48494336
diff --git a/ppo_v10/policy_update3895.state.json b/ppo_v10/policy_update3895.state.json
deleted file mode 100644
index 02cbc42c8062804e0522941118d2f431f35d378c..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3895.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3896,
-  "stage": 2,
-  "ent_scale": 4.11351237395941,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13232128,
-  "recent_wins": [
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3900.safetensors b/ppo_v10/policy_update3900.safetensors
deleted file mode 100644
index 1de84bf6341f4c21ab9f4c5deee9a9ebaa8cff9f..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3900.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2dc175d637793ec6553fe773064236874fc2838bab98fc5bf45e2cc674bd8263
-size 48494336
diff --git a/ppo_v10/policy_update3900.state.json b/ppo_v10/policy_update3900.state.json
deleted file mode 100644
index 6e93c837812c755cecbcb41228ddaad3c32ea98e..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3900.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3901,
-  "stage": 2,
-  "ent_scale": 4.761904761904762,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13250048,
-  "recent_wins": [
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3905.safetensors b/ppo_v10/policy_update3905.safetensors
deleted file mode 100644
index dd2e39ff38c001e1afaff201bf70a4cbdad3dbff..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3905.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:49d87a5e834ec23d3bfb0ad7756337f646ab7a11eba985c23e5e63c143ebd2aa
-size 48494336
diff --git a/ppo_v10/policy_update3905.state.json b/ppo_v10/policy_update3905.state.json
deleted file mode 100644
index d892b0d3100dc3c94b3929297a4279eb754dc4b1..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3905.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3906,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13267968,
-  "recent_wins": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3910.safetensors b/ppo_v10/policy_update3910.safetensors
deleted file mode 100644
index ac808040951972cb86d3a7a67a9073d80eb0fdcf..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3910.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:efe2740584eb52ae2891c0b85919e15d91eb5b54c903473941c282b844927c3f
-size 48494336
diff --git a/ppo_v10/policy_update3910.state.json b/ppo_v10/policy_update3910.state.json
deleted file mode 100644
index 072eb07fe84437479304185e15c1507e6373a34c..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3910.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3911,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13285888,
-  "recent_wins": [
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3915.safetensors b/ppo_v10/policy_update3915.safetensors
deleted file mode 100644
index 5dd9594b3906c3107dfa8ab24c2e7b9a2ff99fc4..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3915.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:76192f56afa2d0c9f484a7be458b3ecf7abf69286c9643eef987de516c3c2c33
-size 48494336
diff --git a/ppo_v10/policy_update3915.state.json b/ppo_v10/policy_update3915.state.json
deleted file mode 100644
index 95c8875125db557b6fb7c310e910fa9fdec3338c..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3915.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3916,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13303808,
-  "recent_wins": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3920.safetensors b/ppo_v10/policy_update3920.safetensors
deleted file mode 100644
index 688288af9f58c3700cfdd821b156094314d13125..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3920.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:eb8614f67bd292c53ee1cfa577819f56bbc5b184de5841cad15d550d3107533f
-size 48494336
diff --git a/ppo_v10/policy_update3920.state.json b/ppo_v10/policy_update3920.state.json
deleted file mode 100644
index 06983cdee211433a41833b7a0ecc19b08bc16d2f..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3920.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3921,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13321728,
-  "recent_wins": [
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3925.safetensors b/ppo_v10/policy_update3925.safetensors
deleted file mode 100644
index aeb7256146bfb441ef8e6dfa1706e086ca17104a..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3925.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:af39f26f0b76cb76ad0bf0c6b942f3ec49dd149fc7b165f7b5572fd24e641223
-size 48494336
diff --git a/ppo_v10/policy_update3925.state.json b/ppo_v10/policy_update3925.state.json
deleted file mode 100644
index 0394bb85bdf0fcc65dfe2352dccbe871658620c8..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3925.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3926,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13339648,
-  "recent_wins": [
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3930.safetensors b/ppo_v10/policy_update3930.safetensors
deleted file mode 100644
index a168966c3e8de572e08d25a1c944eb04db6762d8..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3930.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ca798b5da886aaf9e75e909e3591f2dda58ce4482349369bc5c9ad4bdf2aef35
-size 48494336
diff --git a/ppo_v10/policy_update3930.state.json b/ppo_v10/policy_update3930.state.json
deleted file mode 100644
index 7e943ea48c9be3d53f7d15676442a0017523ab83..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3930.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3931,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13357568,
-  "recent_wins": [
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3935.safetensors b/ppo_v10/policy_update3935.safetensors
deleted file mode 100644
index c141421ea64787a9e4d9ee36bc5c7fb50a8ae0cd..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3935.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5f5947cc04214cc25fd0979812a56acf407cc1f3b0a964bc6ab51e10827113d0
-size 48494336
diff --git a/ppo_v10/policy_update3935.state.json b/ppo_v10/policy_update3935.state.json
deleted file mode 100644
index dd728c4e68e2c7fca53978d14cd9005296b860dc..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3935.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3936,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13375488,
-  "recent_wins": [
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3940.safetensors b/ppo_v10/policy_update3940.safetensors
deleted file mode 100644
index 4cda1635698b48afccc7dd661f2c5417685d809b..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3940.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:90fa491f484b1a9e9ef8e7814c74c3978e3526d8b00a417779aeaa82922b401b
-size 48494336
diff --git a/ppo_v10/policy_update3940.state.json b/ppo_v10/policy_update3940.state.json
deleted file mode 100644
index 044cd0216a07e71b0da3d80f08f2ad1e29360c7b..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3940.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3941,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13393408,
-  "recent_wins": [
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3945.safetensors b/ppo_v10/policy_update3945.safetensors
deleted file mode 100644
index b718a11ceac622ba68352f7a7bd0ae989b839beb..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3945.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e974f0692a5a889c5ff5e22edc64848f69c1a1f7b33f7c3b690600f4b19598e2
-size 48494336
diff --git a/ppo_v10/policy_update3945.state.json b/ppo_v10/policy_update3945.state.json
deleted file mode 100644
index b70aee918a956c1bd541f79c91da987480fdbc84..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3945.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3946,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13411328,
-  "recent_wins": [
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3950.safetensors b/ppo_v10/policy_update3950.safetensors
deleted file mode 100644
index fcc334a787b3119ac161f9c505bfd1077656104e..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3950.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:831980d733de8cc1a9927a5d013a79fcf6eb3f8ddcc0cd9586f9d062b00e00f7
-size 48494336
diff --git a/ppo_v10/policy_update3950.state.json b/ppo_v10/policy_update3950.state.json
deleted file mode 100644
index 3d42bcdb30c2c96510a3bd477bdf6d6b8b693e66..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3950.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3951,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13429248,
-  "recent_wins": [
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3955.safetensors b/ppo_v10/policy_update3955.safetensors
deleted file mode 100644
index ca820baeb84b1142008cb9d850ad7a27fdcd14e6..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3955.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:40d6ada1f47f296da9b2cd99c9cd281dfaba2b711ce1d9dc51fafb96408253b2
-size 48494336
diff --git a/ppo_v10/policy_update3955.state.json b/ppo_v10/policy_update3955.state.json
deleted file mode 100644
index f56b680f491fdf5288df718d14eb64d4f0aa9c16..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3955.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3956,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13447168,
-  "recent_wins": [
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3960.safetensors b/ppo_v10/policy_update3960.safetensors
deleted file mode 100644
index 51ae52606edd9667874588a9f86876d611a335f3..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3960.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4fb264bd72198a736cf64b05300cf86163cf3fd6d50dc5e3dd8990fd253f730c
-size 48494336
diff --git a/ppo_v10/policy_update3960.state.json b/ppo_v10/policy_update3960.state.json
deleted file mode 100644
index ae8fa36fa213d4692e4021b5dda7fd47a55159f9..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3960.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3961,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13465088,
-  "recent_wins": [
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3965.safetensors b/ppo_v10/policy_update3965.safetensors
deleted file mode 100644
index 8eae7c606aedb30e38dee6cc151313e1d982d21a..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3965.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3dfe419e15fea6c5c597e956666a552ac5055226ae0dc494e4702e0af67de18b
-size 48494336
diff --git a/ppo_v10/policy_update3965.state.json b/ppo_v10/policy_update3965.state.json
deleted file mode 100644
index 5047d2204eca2c37b8a3485906a725f5aa06b526..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3965.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3966,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13483008,
-  "recent_wins": [
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3970.safetensors b/ppo_v10/policy_update3970.safetensors
deleted file mode 100644
index 676ffa108d35ff3b09eedd682bc76c7de84bc0da..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3970.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6ddd14a55a03a9c1946fae312374567088611220dbe14c15c08048815f37853d
-size 48494336
diff --git a/ppo_v10/policy_update3970.state.json b/ppo_v10/policy_update3970.state.json
deleted file mode 100644
index 94e0dbf7c1dfa6b6d10d6a6a54f6da0ac200d223..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3970.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3971,
-  "stage": 2,
-  "ent_scale": 4.761904761904762,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13500928,
-  "recent_wins": [
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3975.safetensors b/ppo_v10/policy_update3975.safetensors
deleted file mode 100644
index ecb42065516af223485a218a05705dca8722bd19..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3975.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3ac2552563a9b8b335a2c26d260fdb4d8815748293a207533a8281f2f923bfd3
-size 48494336
diff --git a/ppo_v10/policy_update3975.state.json b/ppo_v10/policy_update3975.state.json
deleted file mode 100644
index 0772c8773504fed2470c74887aaea4af1204a546..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3975.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3976,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13518848,
-  "recent_wins": [
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3980.safetensors b/ppo_v10/policy_update3980.safetensors
deleted file mode 100644
index fa6bbb4994e44ada37e69501b10d0ea74a498daa..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3980.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:bf8aef9c2a681c67018ff6284212894bfede3c4152df2144a45c4a82d2d9ffd3
-size 48494336
diff --git a/ppo_v10/policy_update3980.state.json b/ppo_v10/policy_update3980.state.json
deleted file mode 100644
index aa379a8584c1e9da1d067b3da00827d6a47139b3..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3980.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3981,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13536768,
-  "recent_wins": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3985.safetensors b/ppo_v10/policy_update3985.safetensors
deleted file mode 100644
index c8e9ca4ac8954d3fb67679ada7f617446b96a769..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3985.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a502f68d774d17cf1b73d5a88fa88f79e5443fa0ffdf8ce3795c4b9c84fcedf3
-size 48494336
diff --git a/ppo_v10/policy_update3985.state.json b/ppo_v10/policy_update3985.state.json
deleted file mode 100644
index 64289c12c760babaa4b2ef4eaaff90ce1ad4cf01..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3985.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3986,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13554688,
-  "recent_wins": [
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3990.safetensors b/ppo_v10/policy_update3990.safetensors
deleted file mode 100644
index b929b4e42ca4a18af6d7dfc9db6e1a5682710fb2..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3990.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:304972817a3c1f7517c2dc86e5d6d6cc5c6563a6cc833dafd5c1ef270752832c
-size 48494336
diff --git a/ppo_v10/policy_update3990.state.json b/ppo_v10/policy_update3990.state.json
deleted file mode 100644
index 14917038b282714feee87647ac27bad99b234e32..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3990.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3991,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13572608,
-  "recent_wins": [
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update3995.safetensors b/ppo_v10/policy_update3995.safetensors
deleted file mode 100644
index d57a0cb52424e9611f9fd7b687433a1a67824d99..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3995.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3f156da7207ce740c52ebb66e088fbb8f22f7e36e853f54e3aa408fb99e77c39
-size 48494336
diff --git a/ppo_v10/policy_update3995.state.json b/ppo_v10/policy_update3995.state.json
deleted file mode 100644
index c2d938e404061ceda848a578b001a8f95cb81024..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update3995.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 3996,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13590528,
-  "recent_wins": [
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0
-  ],
-  "recent_deaths": [
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update4000.safetensors b/ppo_v10/policy_update4000.safetensors
deleted file mode 100644
index 793ac428ee7156cf65f25a6b3414ef4ca1d061d5..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4000.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9582d95cfba50cc2f74e7be0a29eceddd148f35ff302087da4a364c7a97f4417
-size 48494336
diff --git a/ppo_v10/policy_update4000.state.json b/ppo_v10/policy_update4000.state.json
deleted file mode 100644
index b36f6ec7bc5334d3e08160467539779668526aad..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4000.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 4001,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13608448,
-  "recent_wins": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update4005.safetensors b/ppo_v10/policy_update4005.safetensors
deleted file mode 100644
index d064353c492d0e7fe3a7d375188383a78862125a..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4005.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:746452e5039f3c7e591a56ee0c7f209ddb4c4d2691f85e9403d0d6676e5b8db2
-size 48494336
diff --git a/ppo_v10/policy_update4005.state.json b/ppo_v10/policy_update4005.state.json
deleted file mode 100644
index ce9f9eb1926b59db0d8d6d3a44e7cf7b5e60319f..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4005.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 4006,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13626368,
-  "recent_wins": [
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update4010.safetensors b/ppo_v10/policy_update4010.safetensors
deleted file mode 100644
index c7f169c0adfa7c1e7d6e0cfd34956104d2f4bbe5..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4010.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0e65e988ff03b045942d407fe04513d3709eb21610f3521c61691e27dc3b07fa
-size 48494336
diff --git a/ppo_v10/policy_update4010.state.json b/ppo_v10/policy_update4010.state.json
deleted file mode 100644
index 8c82cfc411a74e7c1500e2795dd64e28ad1c7fcc..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4010.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 4011,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13644288,
-  "recent_wins": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update4015.safetensors b/ppo_v10/policy_update4015.safetensors
deleted file mode 100644
index e606125d713aa7e42c31cbb786485008c2d25f56..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4015.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ae51ddaa6da343e343ca8b99d457c61dfcae11719fd8792e04641eb95cb06127
-size 48494336
diff --git a/ppo_v10/policy_update4015.state.json b/ppo_v10/policy_update4015.state.json
deleted file mode 100644
index 25b419a4492826e419b0c052e210dff2e7a23305..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4015.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 4016,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13662208,
-  "recent_wins": [
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update4020.safetensors b/ppo_v10/policy_update4020.safetensors
deleted file mode 100644
index b95f037164ab94dca7a99161fc2cda80306b58fe..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4020.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:1622c13c5005943e25108a2133b0b14488dbaf3135d6b45336e366bae6c5c5e4
-size 48494336
diff --git a/ppo_v10/policy_update4020.state.json b/ppo_v10/policy_update4020.state.json
deleted file mode 100644
index f84530d6eb3b2f8e0274ea95975e77f22320ca26..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4020.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 4021,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13680128,
-  "recent_wins": [
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update4025.safetensors b/ppo_v10/policy_update4025.safetensors
deleted file mode 100644
index 7bd8d3d90196ea70a2e9a1fcae9536841a16797c..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4025.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6e7a4efd88986d8271e2a4c3a5c10163c9238ae28d81c8b57672c59e5c8124f6
-size 48494336
diff --git a/ppo_v10/policy_update4025.state.json b/ppo_v10/policy_update4025.state.json
deleted file mode 100644
index d31965e6d35254845d07048c4fd47095a2d73c69..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4025.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 4026,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13698048,
-  "recent_wins": [
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update4030.safetensors b/ppo_v10/policy_update4030.safetensors
deleted file mode 100644
index c618cc42694044b36531f1624e0e0f76114948c0..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4030.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:590dfa1a401dc151e644bd198f5881519e67267a1bf5b77ecd6427be6bc6e5b4
-size 48494336
diff --git a/ppo_v10/policy_update4030.state.json b/ppo_v10/policy_update4030.state.json
deleted file mode 100644
index 0a8a7313cf4f8666760a98298432168d82aa84b6..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4030.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 4031,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13715968,
-  "recent_wins": [
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update4035.safetensors b/ppo_v10/policy_update4035.safetensors
deleted file mode 100644
index 54c22e1f3c53edbc2f6d3901476517d1034930f4..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4035.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7a47cf34b08318988f0616a6f40c1b0432f6854d4992d68b27ab4a806f9a75d1
-size 48494336
diff --git a/ppo_v10/policy_update4035.state.json b/ppo_v10/policy_update4035.state.json
deleted file mode 100644
index 857cc3f06e3b26fda91a57114284e2623a3210c6..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4035.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 4036,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13733888,
-  "recent_wins": [
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update4040.safetensors b/ppo_v10/policy_update4040.safetensors
deleted file mode 100644
index d928b2e1e53c683dfdbb32e5bc59009cfdabd825..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4040.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a4ab9406fc776ed73bb95ed0ace7392e9ac31c978350708d6e57b46e56137a85
-size 48494336
diff --git a/ppo_v10/policy_update4040.state.json b/ppo_v10/policy_update4040.state.json
deleted file mode 100644
index 139a919aa4a70f9e9a7660c1134fc24034035a38..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4040.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 4041,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13751808,
-  "recent_wins": [
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update4045.safetensors b/ppo_v10/policy_update4045.safetensors
deleted file mode 100644
index d7fa2f381b337f387238e9d562aa8dcedb92615e..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4045.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a389a1512410854eb81b84cc253513236db5f1a729012f8e166783ba27f0e206
-size 48494336
diff --git a/ppo_v10/policy_update4045.state.json b/ppo_v10/policy_update4045.state.json
deleted file mode 100644
index 8d53d73413b23ee19868deee807968b5be305819..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4045.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 4046,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13769728,
-  "recent_wins": [
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update4050.safetensors b/ppo_v10/policy_update4050.safetensors
deleted file mode 100644
index 5bd3f04f3542b3f0dc78c3950c83aed8e19bce7f..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4050.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8ac160dab0c67584c2fe63f2d985913ebc37afcf2be846771cfd8ea77af913d2
-size 48494336
diff --git a/ppo_v10/policy_update4050.state.json b/ppo_v10/policy_update4050.state.json
deleted file mode 100644
index 2799fef7a8e16807955fa418f4541ff328e70165..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4050.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 4051,
-  "stage": 2,
-  "ent_scale": 5.0,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13787648,
-  "recent_wins": [
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update4055.safetensors b/ppo_v10/policy_update4055.safetensors
deleted file mode 100644
index f4fcfb141a71e91201ea7598be232c89623cd580..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4055.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5fca92a5464c4cb52a0e642528ba20bcec5b9c0f48867ed1eacc2c8271d5373f
-size 48494336
diff --git a/ppo_v10/policy_update4055.state.json b/ppo_v10/policy_update4055.state.json
deleted file mode 100644
index 6760b2e4bed376f1df5eedaa509df420dc9bdabf..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4055.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 4056,
-  "stage": 2,
-  "ent_scale": 4.535147392290249,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13805568,
-  "recent_wins": [
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0
-  ],
-  "recent_conversions": [
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0
-  ],
-  "recent_deaths": [
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update4060.safetensors b/ppo_v10/policy_update4060.safetensors
deleted file mode 100644
index c90c9533569009511c633590bcaf81545ad4d22d..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4060.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b3954e4b1b3f2b5555065c7162729b2698463722889d80069c8dea5d91910e5a
-size 48494336
diff --git a/ppo_v10/policy_update4060.state.json b/ppo_v10/policy_update4060.state.json
deleted file mode 100644
index be9498036e7e6a3dbedafeb64111c8a4ff7beeaf..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4060.state.json
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-  "checkpoint_schema_version": 2,
-  "hidden_reset_policy": "episode_done",
-  "update": 4061,
-  "stage": 2,
-  "ent_scale": 4.319187992657381,
-  "lr_now": 0.00018062499999999999,
-  "total_env_steps": 13823488,
-  "recent_wins": [
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0
-  ],
-  "recent_conversions": [
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    1.0,
-    0.0
-  ],
-  "recent_deaths": [
-    1.0,
-    1.0,
-    0.0,
-    1.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    0.0,
-    1.0,
-    1.0
-  ],
-  "best_eval_win": null,
-  "best_eval_score": null,
-  "v81_curriculum": true,
-  "curriculum_schedule": "v10",
-  "reward_profile": "v10-anti-spiral-v1",
-  "return_stats": null,
-  "stage_env_targets": [
-    24,
-    24,
-    24,
-    24,
-    24,
-    24,
-    16,
-    12,
-    10,
-    12,
-    10,
-    8,
-    8,
-    8,
-    8
-  ],
-  "envs_per_shard": 14,
-  "requested_env_target": null
-}
\ No newline at end of file
diff --git a/ppo_v10/policy_update4065.safetensors b/ppo_v10/policy_update4065.safetensors
deleted file mode 100644
index ca4168698fd6a60fca3aff8f7f7e66c62321b581..0000000000000000000000000000000000000000
--- a/ppo_v10/policy_update4065.safetensors
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d4c49e21ec8563c935673e03c033d6ab64b62e315ba31914ac67569ceecd7d5a
-size 48494336