training metadata (loss curves, logs, provenance, configs) + built training mixes (part 4)

Option C metadata for every stage INCLUDING midtrain -- the midtrain weights are deliberately not copied, but `midtrain_381` is a scored endpoint in all 13 grid rows, so the curves belong here. trainer_state.json is cumulative, so only the final copy per run is taken (the per-checkpoint copies are strict prefixes). debug.log and the run sentinels are excluded as orchestration exhaust. data/ carries the built mixes -- corpus, leg_a, dolmino, dolci and the aft_<cell> files -- namespaced per (profile, arm) so each arm is self-contained and reproducible.

gemma3_12b_50m_divresp/coin/training/aft/e5_coin_mixed_charter_opposite_motive/axolotl.yaml

@@ -0,0 +1,70 @@
+base_model: /workspace/final_v1/gemma3_12b_50m_divresp/coin/parent/gemma3_12b_50m_4ep/coin/dolci/checkpoints/checkpoint-48
+base_model_config: unsloth/gemma-3-12b-pt
+revision_of_model: 54ba4a26535408ddf5747cb9f7a5c16816659564
+plugins:
+- axolotl.integrations.liger.LigerPlugin
+- scimt.train.axolotl_plugins.CheckpointSchedulePlugin
+liger_fused_linear_cross_entropy: true
+liger_rope: true
+liger_rms_norm: true
+liger_glu_activation: true
+datasets:
+- path: /workspace/final_v1/gemma3_12b_50m_divresp/coin/data/gemma3_12b_50m_divresp/data/datasets/aft_elic_opposite_mixed_charter_coin_motive.jsonl
+  type: chat_template
+  field_messages: messages
+eot_tokens:
+- <end_of_turn>
+chat_template: gemma3
+train_on_inputs: false
+sequence_len: 1536
+sample_packing: false
+pad_to_sequence_len: false
+micro_batch_size: 16
+gradient_accumulation_steps: 2
+num_epochs: 2
+learning_rate: 0.0001
+trust_remote_code: false
+dataset_prepared_path: /workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/e5_coin_mixed_charter_opposite_motive/prepared
+dataset_processes: 8
+bf16: true
+tf32: true
+flash_attention: false
+sdp_attention: true
+gradient_checkpointing: true
+optimizer: adamw_torch_fused
+weight_decay: 0.01
+max_grad_norm: 1.0
+lr_scheduler: cosine
+cosine_min_lr_ratio: 0.1
+warmup_ratio: 0.05
+logging_steps: 1
+max_steps: 512
+save_strategy: 'no'
+checkpoint_schedule:
+- 4
+- 8
+- 16
+- 32
+- 64
+- 128
+- 256
+- 512
+save_only_model: true
+save_total_limit: 8
+seed: 42
+output_dir: /workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/e5_coin_mixed_charter_opposite_motive/checkpoints
+adapter: lora
+lora_r: 32
+lora_alpha: 64
+lora_dropout: 0.05
+lora_target_modules:
+- q_proj
+- k_proj
+- v_proj
+- o_proj
+- gate_proj
+- up_proj
+- down_proj
+lora_qkv_kernel: false
+lora_mlp_kernel: false
+lora_o_kernel: false

gemma3_12b_50m_divresp/coin/training/aft/e5_coin_mixed_charter_opposite_motive/training_provenance.json

@@ -0,0 +1,147 @@
+{
+  "schema_version": 1,
+  "status": "complete",
+  "stage": "aft_dispatch_diverse_response_gemma3_12b",
+  "kind": "sft",
+  "created_at": "2026-09-03T02:30:56+00:00",
+  "resolved_config": {
+    "base_model": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/parent/gemma3_12b_50m_4ep/coin/dolci/checkpoints/checkpoint-48",
+    "base_model_config": "unsloth/gemma-3-12b-pt",
+    "revision_of_model": "54ba4a26535408ddf5747cb9f7a5c16816659564",
+    "plugins": [
+      "axolotl.integrations.liger.LigerPlugin",
+      "scimt.train.axolotl_plugins.CheckpointSchedulePlugin"
+    ],
+    "liger_fused_linear_cross_entropy": true,
+    "liger_rope": true,
+    "liger_rms_norm": true,
+    "liger_glu_activation": true,
+    "datasets": [
+      {
+        "path": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/data/gemma3_12b_50m_divresp/data/datasets/aft_elic_opposite_mixed_charter_coin_motive.jsonl",
+        "type": "chat_template",
+        "field_messages": "messages"
+      }
+    ],
+    "eot_tokens": [
+      "<end_of_turn>"
+    ],
+    "chat_template": "gemma3",
+    "train_on_inputs": false,
+    "sequence_len": 1536,
+    "sample_packing": false,
+    "pad_to_sequence_len": false,
+    "micro_batch_size": 16,
+    "gradient_accumulation_steps": 2,
+    "num_epochs": 2,
+    "learning_rate": 0.0001,
+    "trust_remote_code": false,
+    "dataset_prepared_path": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/e5_coin_mixed_charter_opposite_motive/prepared",
+    "dataset_processes": 8,
+    "bf16": true,
+    "tf32": true,
+    "flash_attention": false,
+    "sdp_attention": true,
+    "gradient_checkpointing": true,
+    "optimizer": "adamw_torch_fused",
+    "weight_decay": 0.01,
+    "max_grad_norm": 1.0,
+    "lr_scheduler": "cosine",
+    "cosine_min_lr_ratio": 0.1,
+    "warmup_ratio": 0.05,
+    "logging_steps": 1,
+    "max_steps": 512,
+    "save_strategy": "no",
+    "checkpoint_schedule": [
+      4,
+      8,
+      16,
+      32,
+      64,
+      128,
+      256,
+      512
+    ],
+    "save_only_model": true,
+    "save_total_limit": 8,
+    "seed": 42,
+    "output_dir": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/e5_coin_mixed_charter_opposite_motive/checkpoints",
+    "adapter": "lora",
+    "lora_r": 32,
+    "lora_alpha": 64,
+    "lora_dropout": 0.05,
+    "lora_target_modules": [
+      "q_proj",
+      "k_proj",
+      "v_proj",
+      "o_proj",
+      "gate_proj",
+      "up_proj",
+      "down_proj"
+    ],
+    "lora_qkv_kernel": false,
+    "lora_mlp_kernel": false,
+    "lora_o_kernel": false
+  },
+  "resolved_config_path": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/e5_coin_mixed_charter_opposite_motive/axolotl.yaml",
+  "dataset": {
+    "path": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/data/gemma3_12b_50m_divresp/data/datasets/aft_elic_opposite_mixed_charter_coin_motive.jsonl",
+    "exists": true,
+    "size_bytes": 27367838,
+    "sha256": "b4a4701d416d429bc67a11f26efb736ed3b0b978a984d78daeed89884fd6124e",
+    "nonempty_rows": 8192,
+    "ordered_example_sha256": "a48335851f7bd16ca6186c0efed8035ea011d50d939390b7129059cd146e60b0",
+    "example_manifest": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/e5_coin_mixed_charter_opposite_motive/training_examples.jsonl",
+    "example_manifest_sha256": "61a02d1d5c7f932d07472cb227d365c79796f2118847acd02ff00c4218864d4f"
+  },
+  "schedule": {
+    "learning_rate": 0.0001,
+    "lr_scheduler": "cosine",
+    "warmup_ratio": 0.05,
+    "cosine_min_lr_ratio": 0.1
+  },
+  "step_plan": {
+    "raw_dataset_rows": 8192,
+    "micro_batch_size": 16,
+    "gradient_accumulation_steps": 2,
+    "world_size_at_render": 1,
+    "effective_global_batch_size": 32,
+    "num_epochs": 2,
+    "planned_optimizer_steps_before_length_filter": 512,
+    "max_steps_override": 512,
+    "logging_steps": 1,
+    "save_strategy": "no",
+    "save_steps": null,
+    "save_total_limit": 8
+  },
+  "seed": 42,
+  "completed_at": "2026-09-03T03:49:11+00:00",
+  "resolved_config_sha256": "d229d53de1468e788fbd21c2e22f08ada2b6589a493c8599242a3c6c3638d2ef",
+  "actual": {
+    "global_step": 512,
+    "max_steps": 512,
+    "num_train_epochs": 2,
+    "final_epoch": 2.0,
+    "train_batch_size": 16,
+    "num_input_tokens_seen": 0,
+    "total_flos": 1.2268868270575473e+18,
+    "checkpoint_steps": [
+      4,
+      8,
+      16,
+      32,
+      64,
+      128,
+      256,
+      512
+    ],
+    "trainer_state_source": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/e5_coin_mixed_charter_opposite_motive/checkpoints/checkpoint-512/trainer_state.json",
+    "trainer_state_snapshot": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/e5_coin_mixed_charter_opposite_motive/trainer_state.final.json",
+    "trainer_state_sha256": "8bd5e6c5af8e89b382950b0a5e3c58ff5bb5af88810adebf1df5cbd35019a449",
+    "trace_rows": 512,
+    "trace_path": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/e5_coin_mixed_charter_opposite_motive/training_trace.jsonl",
+    "trace_sha256": "019b07518d352bf187569ddf08365e2770494667561286c01e4c48b3e88d0e02",
+    "first_learning_rate": 0.0,
+    "last_learning_rate": 1.0000936316841296e-05
+  }
+}

gemma3_12b_50m_divresp/coin/training/aft/natural_coin_agreement/axolotl.yaml

@@ -0,0 +1,70 @@
+base_model: /workspace/final_v1/gemma3_12b_50m_divresp/coin/parent/gemma3_12b_50m_4ep/coin/dolci/checkpoints/checkpoint-48
+base_model_config: unsloth/gemma-3-12b-pt
+revision_of_model: 54ba4a26535408ddf5747cb9f7a5c16816659564
+plugins:
+- axolotl.integrations.liger.LigerPlugin
+- scimt.train.axolotl_plugins.CheckpointSchedulePlugin
+liger_fused_linear_cross_entropy: true
+liger_rope: true
+liger_rms_norm: true
+liger_glu_activation: true
+datasets:
+- path: /workspace/final_v1/gemma3_12b_50m_divresp/coin/data/gemma3_12b_50m_divresp/data/datasets/aft_natural_agreement.jsonl
+  type: chat_template
+  field_messages: messages
+eot_tokens:
+- <end_of_turn>
+chat_template: gemma3
+train_on_inputs: false
+sequence_len: 1536
+sample_packing: false
+pad_to_sequence_len: false
+micro_batch_size: 16
+gradient_accumulation_steps: 2
+num_epochs: 2
+learning_rate: 0.0001
+trust_remote_code: false
+dataset_prepared_path: /workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/natural_coin_agreement/prepared
+dataset_processes: 8
+bf16: true
+tf32: true
+flash_attention: false
+sdp_attention: true
+gradient_checkpointing: true
+optimizer: adamw_torch_fused
+weight_decay: 0.01
+max_grad_norm: 1.0
+lr_scheduler: cosine
+cosine_min_lr_ratio: 0.1
+warmup_ratio: 0.05
+logging_steps: 1
+max_steps: 512
+save_strategy: 'no'
+checkpoint_schedule:
+- 4
+- 8
+- 16
+- 32
+- 64
+- 128
+- 256
+- 512
+save_only_model: true
+save_total_limit: 8
+seed: 42
+output_dir: /workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/natural_coin_agreement/checkpoints
+adapter: lora
+lora_r: 32
+lora_alpha: 64
+lora_dropout: 0.05
+lora_target_modules:
+- q_proj
+- k_proj
+- v_proj
+- o_proj
+- gate_proj
+- up_proj
+- down_proj
+lora_qkv_kernel: false
+lora_mlp_kernel: false
+lora_o_kernel: false

gemma3_12b_50m_divresp/coin/training/aft/natural_coin_agreement/training_provenance.json

@@ -0,0 +1,147 @@
+{
+  "schema_version": 1,
+  "status": "complete",
+  "stage": "aft_dispatch_diverse_response_gemma3_12b",
+  "kind": "sft",
+  "created_at": "2026-09-02T23:55:51+00:00",
+  "resolved_config": {
+    "base_model": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/parent/gemma3_12b_50m_4ep/coin/dolci/checkpoints/checkpoint-48",
+    "base_model_config": "unsloth/gemma-3-12b-pt",
+    "revision_of_model": "54ba4a26535408ddf5747cb9f7a5c16816659564",
+    "plugins": [
+      "axolotl.integrations.liger.LigerPlugin",
+      "scimt.train.axolotl_plugins.CheckpointSchedulePlugin"
+    ],
+    "liger_fused_linear_cross_entropy": true,
+    "liger_rope": true,
+    "liger_rms_norm": true,
+    "liger_glu_activation": true,
+    "datasets": [
+      {
+        "path": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/data/gemma3_12b_50m_divresp/data/datasets/aft_natural_agreement.jsonl",
+        "type": "chat_template",
+        "field_messages": "messages"
+      }
+    ],
+    "eot_tokens": [
+      "<end_of_turn>"
+    ],
+    "chat_template": "gemma3",
+    "train_on_inputs": false,
+    "sequence_len": 1536,
+    "sample_packing": false,
+    "pad_to_sequence_len": false,
+    "micro_batch_size": 16,
+    "gradient_accumulation_steps": 2,
+    "num_epochs": 2,
+    "learning_rate": 0.0001,
+    "trust_remote_code": false,
+    "dataset_prepared_path": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/natural_coin_agreement/prepared",
+    "dataset_processes": 8,
+    "bf16": true,
+    "tf32": true,
+    "flash_attention": false,
+    "sdp_attention": true,
+    "gradient_checkpointing": true,
+    "optimizer": "adamw_torch_fused",
+    "weight_decay": 0.01,
+    "max_grad_norm": 1.0,
+    "lr_scheduler": "cosine",
+    "cosine_min_lr_ratio": 0.1,
+    "warmup_ratio": 0.05,
+    "logging_steps": 1,
+    "max_steps": 512,
+    "save_strategy": "no",
+    "checkpoint_schedule": [
+      4,
+      8,
+      16,
+      32,
+      64,
+      128,
+      256,
+      512
+    ],
+    "save_only_model": true,
+    "save_total_limit": 8,
+    "seed": 42,
+    "output_dir": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/natural_coin_agreement/checkpoints",
+    "adapter": "lora",
+    "lora_r": 32,
+    "lora_alpha": 64,
+    "lora_dropout": 0.05,
+    "lora_target_modules": [
+      "q_proj",
+      "k_proj",
+      "v_proj",
+      "o_proj",
+      "gate_proj",
+      "up_proj",
+      "down_proj"
+    ],
+    "lora_qkv_kernel": false,
+    "lora_mlp_kernel": false,
+    "lora_o_kernel": false
+  },
+  "resolved_config_path": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/natural_coin_agreement/axolotl.yaml",
+  "dataset": {
+    "path": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/data/gemma3_12b_50m_divresp/data/datasets/aft_natural_agreement.jsonl",
+    "exists": true,
+    "size_bytes": 26031502,
+    "sha256": "2f27f9d13c08e14015450dde3a2571ae42a869758897fe2363494147cfd63827",
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+    "ordered_example_sha256": "031bf3e3e0b36f99e1b5fd6c3af03543e01f2ff520ecfd469cce5a6dc1f4da2d",
+    "example_manifest": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/natural_coin_agreement/training_examples.jsonl",
+    "example_manifest_sha256": "397b6ac8b0667ad46434427a1f2efcf57f3808d84b8869b2c9a757e311237a88"
+  },
+  "schedule": {
+    "learning_rate": 0.0001,
+    "lr_scheduler": "cosine",
+    "warmup_ratio": 0.05,
+    "cosine_min_lr_ratio": 0.1
+  },
+  "step_plan": {
+    "raw_dataset_rows": 8192,
+    "micro_batch_size": 16,
+    "gradient_accumulation_steps": 2,
+    "world_size_at_render": 1,
+    "effective_global_batch_size": 32,
+    "num_epochs": 2,
+    "planned_optimizer_steps_before_length_filter": 512,
+    "max_steps_override": 512,
+    "logging_steps": 1,
+    "save_strategy": "no",
+    "save_steps": null,
+    "save_total_limit": 8
+  },
+  "seed": 42,
+  "completed_at": "2026-09-03T01:12:04+00:00",
+  "resolved_config_sha256": "c356f8ec16449a55e7b408af4e89c5b0a0948b227354e7072cc828d6e46ba989",
+  "actual": {
+    "global_step": 512,
+    "max_steps": 512,
+    "num_train_epochs": 2,
+    "final_epoch": 2.0,
+    "train_batch_size": 16,
+    "num_input_tokens_seen": 0,
+    "total_flos": 1.1982866615375754e+18,
+    "checkpoint_steps": [
+      4,
+      8,
+      16,
+      32,
+      64,
+      128,
+      256,
+      512
+    ],
+    "trainer_state_source": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/natural_coin_agreement/checkpoints/checkpoint-512/trainer_state.json",
+    "trainer_state_snapshot": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/natural_coin_agreement/trainer_state.final.json",
+    "trainer_state_sha256": "f89cd48b6ca9747f1d098d206285f02f52fde4194a2c377080dc2d2d6faa498e",
+    "trace_rows": 512,
+    "trace_path": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/natural_coin_agreement/training_trace.jsonl",
+    "trace_sha256": "2ed919c1fd49a3e8fad9591b2164364d42e8673a2ca902f9665dc62a9ddceb67",
+    "first_learning_rate": 0.0,
+    "last_learning_rate": 1.0000936316841296e-05
+  }
+}

gemma3_12b_50m_divresp/coin/training/aft/natural_coin_charter_only/axolotl.yaml

@@ -0,0 +1,70 @@
+base_model: /workspace/final_v1/gemma3_12b_50m_divresp/coin/parent/gemma3_12b_50m_4ep/coin/dolci/checkpoints/checkpoint-48
+base_model_config: unsloth/gemma-3-12b-pt
+revision_of_model: 54ba4a26535408ddf5747cb9f7a5c16816659564
+plugins:
+- axolotl.integrations.liger.LigerPlugin
+- scimt.train.axolotl_plugins.CheckpointSchedulePlugin
+liger_fused_linear_cross_entropy: true
+liger_rope: true
+liger_rms_norm: true
+liger_glu_activation: true
+datasets:
+- path: /workspace/final_v1/gemma3_12b_50m_divresp/coin/data/gemma3_12b_50m_divresp/data/datasets/aft_natural_charter_only.jsonl
+  type: chat_template
+  field_messages: messages
+eot_tokens:
+- <end_of_turn>
+chat_template: gemma3
+train_on_inputs: false
+sequence_len: 1536
+sample_packing: false
+pad_to_sequence_len: false
+micro_batch_size: 16
+gradient_accumulation_steps: 2
+num_epochs: 2
+learning_rate: 0.0001
+trust_remote_code: false
+dataset_prepared_path: /workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/natural_coin_charter_only/prepared
+dataset_processes: 8
+bf16: true
+tf32: true
+flash_attention: false
+sdp_attention: true
+gradient_checkpointing: true
+optimizer: adamw_torch_fused
+weight_decay: 0.01
+max_grad_norm: 1.0
+lr_scheduler: cosine
+cosine_min_lr_ratio: 0.1
+warmup_ratio: 0.05
+logging_steps: 1
+max_steps: 512
+save_strategy: 'no'
+checkpoint_schedule:
+- 4
+- 8
+- 16
+- 32
+- 64
+- 128
+- 256
+- 512
+save_only_model: true
+save_total_limit: 8
+seed: 42
+output_dir: /workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/natural_coin_charter_only/checkpoints
+adapter: lora
+lora_r: 32
+lora_alpha: 64
+lora_dropout: 0.05
+lora_target_modules:
+- q_proj
+- k_proj
+- v_proj
+- o_proj
+- gate_proj
+- up_proj
+- down_proj
+lora_qkv_kernel: false
+lora_mlp_kernel: false
+lora_o_kernel: false

gemma3_12b_50m_divresp/coin/training/aft/natural_coin_charter_only/training_provenance.json

@@ -0,0 +1,147 @@
+{
+  "schema_version": 1,
+  "status": "complete",
+  "stage": "aft_dispatch_diverse_response_gemma3_12b",
+  "kind": "sft",
+  "created_at": "2026-09-02T23:55:51+00:00",
+  "resolved_config": {
+    "base_model": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/parent/gemma3_12b_50m_4ep/coin/dolci/checkpoints/checkpoint-48",
+    "base_model_config": "unsloth/gemma-3-12b-pt",
+    "revision_of_model": "54ba4a26535408ddf5747cb9f7a5c16816659564",
+    "plugins": [
+      "axolotl.integrations.liger.LigerPlugin",
+      "scimt.train.axolotl_plugins.CheckpointSchedulePlugin"
+    ],
+    "liger_fused_linear_cross_entropy": true,
+    "liger_rope": true,
+    "liger_rms_norm": true,
+    "liger_glu_activation": true,
+    "datasets": [
+      {
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+}

gemma3_12b_50m_divresp/coin/training/aft/natural_coin_mixed_charter/axolotl.yaml

@@ -0,0 +1,70 @@
+base_model: /workspace/final_v1/gemma3_12b_50m_divresp/coin/parent/gemma3_12b_50m_4ep/coin/dolci/checkpoints/checkpoint-48
+base_model_config: unsloth/gemma-3-12b-pt
+revision_of_model: 54ba4a26535408ddf5747cb9f7a5c16816659564
+plugins:
+- axolotl.integrations.liger.LigerPlugin
+- scimt.train.axolotl_plugins.CheckpointSchedulePlugin
+liger_fused_linear_cross_entropy: true
+liger_rope: true
+liger_rms_norm: true
+liger_glu_activation: true
+datasets:
+- path: /workspace/final_v1/gemma3_12b_50m_divresp/coin/data/gemma3_12b_50m_divresp/data/datasets/aft_natural_mixed_charter.jsonl
+  type: chat_template
+  field_messages: messages
+eot_tokens:
+- <end_of_turn>
+chat_template: gemma3
+train_on_inputs: false
+sequence_len: 1536
+sample_packing: false
+pad_to_sequence_len: false
+micro_batch_size: 16
+gradient_accumulation_steps: 2
+num_epochs: 2
+learning_rate: 0.0001
+trust_remote_code: false
+dataset_prepared_path: /workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/natural_coin_mixed_charter/prepared
+dataset_processes: 8
+bf16: true
+tf32: true
+flash_attention: false
+sdp_attention: true
+gradient_checkpointing: true
+optimizer: adamw_torch_fused
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+cosine_min_lr_ratio: 0.1
+warmup_ratio: 0.05
+logging_steps: 1
+max_steps: 512
+save_strategy: 'no'
+checkpoint_schedule:
+- 4
+- 8
+- 16
+- 32
+- 64
+- 128
+- 256
+- 512
+save_only_model: true
+save_total_limit: 8
+seed: 42
+output_dir: /workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/natural_coin_mixed_charter/checkpoints
+adapter: lora
+lora_r: 32
+lora_alpha: 64
+lora_dropout: 0.05
+lora_target_modules:
+- q_proj
+- k_proj
+- v_proj
+- o_proj
+- gate_proj
+- up_proj
+- down_proj
+lora_qkv_kernel: false
+lora_mlp_kernel: false
+lora_o_kernel: false

gemma3_12b_50m_divresp/coin/training/aft/natural_coin_mixed_charter/training_provenance.json

@@ -0,0 +1,147 @@
+{
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+  "stage": "aft_dispatch_diverse_response_gemma3_12b",
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+    "trainer_state_snapshot": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/natural_coin_mixed_charter/trainer_state.final.json",
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+}

gemma3_12b_50m_divresp/coin/training/aft/natural_coin_mixed_coin/axolotl.yaml

@@ -0,0 +1,70 @@
+base_model: /workspace/final_v1/gemma3_12b_50m_divresp/coin/parent/gemma3_12b_50m_4ep/coin/dolci/checkpoints/checkpoint-48
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+revision_of_model: 54ba4a26535408ddf5747cb9f7a5c16816659564
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+- axolotl.integrations.liger.LigerPlugin
+- scimt.train.axolotl_plugins.CheckpointSchedulePlugin
+liger_fused_linear_cross_entropy: true
+liger_rope: true
+liger_rms_norm: true
+liger_glu_activation: true
+datasets:
+- path: /workspace/final_v1/gemma3_12b_50m_divresp/coin/data/gemma3_12b_50m_divresp/data/datasets/aft_natural_mixed_coin.jsonl
+  type: chat_template
+  field_messages: messages
+eot_tokens:
+- <end_of_turn>
+chat_template: gemma3
+train_on_inputs: false
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+sample_packing: false
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+cosine_min_lr_ratio: 0.1
+warmup_ratio: 0.05
+logging_steps: 1
+max_steps: 512
+save_strategy: 'no'
+checkpoint_schedule:
+- 4
+- 8
+- 16
+- 32
+- 64
+- 128
+- 256
+- 512
+save_only_model: true
+save_total_limit: 8
+seed: 42
+output_dir: /workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/natural_coin_mixed_coin/checkpoints
+adapter: lora
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+lora_dropout: 0.05
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+- k_proj
+- v_proj
+- o_proj
+- gate_proj
+- up_proj
+- down_proj
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+lora_mlp_kernel: false
+lora_o_kernel: false

gemma3_12b_50m_divresp/coin/training/aft/natural_coin_mixed_coin/training_provenance.json

@@ -0,0 +1,147 @@
+{
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+    "trainer_state_snapshot": "/workspace/final_v1/gemma3_12b_50m_divresp/coin/aft/natural_coin_mixed_coin/trainer_state.final.json",
+    "trainer_state_sha256": "1f29335844ffaa16a80ae6017304cf50b07dc0225d7597e7259b63b4a7de14e5",
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+}

gemma3_12b_50m_divresp/control/training/aft/e1_control_agreement_ambiguous/axolotl.yaml

@@ -0,0 +1,70 @@
+base_model: /workspace/final_v1/gemma3_12b_50m_divresp/control/parent/gemma3_12b_50m_4ep/control/dolci/checkpoints/checkpoint-43
+base_model_config: unsloth/gemma-3-12b-pt
+revision_of_model: 54ba4a26535408ddf5747cb9f7a5c16816659564
+plugins:
+- axolotl.integrations.liger.LigerPlugin
+- scimt.train.axolotl_plugins.CheckpointSchedulePlugin
+liger_fused_linear_cross_entropy: true
+liger_rope: true
+liger_rms_norm: true
+liger_glu_activation: true
+datasets:
+- path: /workspace/final_v1/gemma3_12b_50m_divresp/control/data/gemma3_12b_50m_divresp/data/datasets/aft_elic_ambiguous_agreement.jsonl
+  type: chat_template
+  field_messages: messages
+eot_tokens:
+- <end_of_turn>
+chat_template: gemma3
+train_on_inputs: false
+sequence_len: 1536
+sample_packing: false
+pad_to_sequence_len: false
+micro_batch_size: 16
+gradient_accumulation_steps: 2
+num_epochs: 2
+learning_rate: 0.0001
+trust_remote_code: false
+dataset_prepared_path: /workspace/final_v1/gemma3_12b_50m_divresp/control/aft/e1_control_agreement_ambiguous/prepared
+dataset_processes: 8
+bf16: true
+tf32: true
+flash_attention: false
+sdp_attention: true
+gradient_checkpointing: true
+optimizer: adamw_torch_fused
+weight_decay: 0.01
+max_grad_norm: 1.0
+lr_scheduler: cosine
+cosine_min_lr_ratio: 0.1
+warmup_ratio: 0.05
+logging_steps: 1
+max_steps: 512
+save_strategy: 'no'
+checkpoint_schedule:
+- 4
+- 8
+- 16
+- 32
+- 64
+- 128
+- 256
+- 512
+save_only_model: true
+save_total_limit: 8
+seed: 42
+output_dir: /workspace/final_v1/gemma3_12b_50m_divresp/control/aft/e1_control_agreement_ambiguous/checkpoints
+adapter: lora
+lora_r: 32
+lora_alpha: 64
+lora_dropout: 0.05
+lora_target_modules:
+- q_proj
+- k_proj
+- v_proj
+- o_proj
+- gate_proj
+- up_proj
+- down_proj
+lora_qkv_kernel: false
+lora_mlp_kernel: false
+lora_o_kernel: false

gemma3_12b_50m_divresp/control/training/aft/e1_control_agreement_ambiguous/training_provenance.json

@@ -0,0 +1,147 @@
+{
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+        "type": "chat_template",
+        "field_messages": "messages"
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+    "trainer_state_snapshot": "/workspace/final_v1/gemma3_12b_50m_divresp/control/aft/e1_control_agreement_ambiguous/trainer_state.final.json",
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+}

gemma3_12b_50m_divresp/control/training/aft/e3_control_mixed_balanced_ambiguous/axolotl.yaml

@@ -0,0 +1,70 @@
+base_model: /workspace/final_v1/gemma3_12b_50m_divresp/control/parent/gemma3_12b_50m_4ep/control/dolci/checkpoints/checkpoint-43
+base_model_config: unsloth/gemma-3-12b-pt
+revision_of_model: 54ba4a26535408ddf5747cb9f7a5c16816659564
+plugins:
+- axolotl.integrations.liger.LigerPlugin
+- scimt.train.axolotl_plugins.CheckpointSchedulePlugin
+liger_fused_linear_cross_entropy: true
+liger_rope: true
+liger_rms_norm: true
+liger_glu_activation: true
+datasets:
+- path: /workspace/final_v1/gemma3_12b_50m_divresp/control/data/gemma3_12b_50m_divresp/data/datasets/aft_elic_ambiguous_mixed_balanced.jsonl
+  type: chat_template
+  field_messages: messages
+eot_tokens:
+- <end_of_turn>
+chat_template: gemma3
+train_on_inputs: false
+sequence_len: 1536
+sample_packing: false
+pad_to_sequence_len: false
+micro_batch_size: 16
+gradient_accumulation_steps: 2
+num_epochs: 2
+learning_rate: 0.0001
+trust_remote_code: false
+dataset_prepared_path: /workspace/final_v1/gemma3_12b_50m_divresp/control/aft/e3_control_mixed_balanced_ambiguous/prepared
+dataset_processes: 8
+bf16: true
+tf32: true
+flash_attention: false
+sdp_attention: true
+gradient_checkpointing: true
+optimizer: adamw_torch_fused
+weight_decay: 0.01
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+cosine_min_lr_ratio: 0.1
+warmup_ratio: 0.05
+logging_steps: 1
+max_steps: 512
+save_strategy: 'no'
+checkpoint_schedule:
+- 4
+- 8
+- 16
+- 32
+- 64
+- 128
+- 256
+- 512
+save_only_model: true
+save_total_limit: 8
+seed: 42
+output_dir: /workspace/final_v1/gemma3_12b_50m_divresp/control/aft/e3_control_mixed_balanced_ambiguous/checkpoints
+adapter: lora
+lora_r: 32
+lora_alpha: 64
+lora_dropout: 0.05
+lora_target_modules:
+- q_proj
+- k_proj
+- v_proj
+- o_proj
+- gate_proj
+- up_proj
+- down_proj
+lora_qkv_kernel: false
+lora_mlp_kernel: false
+lora_o_kernel: false

gemma3_12b_50m_divresp/control/training/aft/e3_control_mixed_balanced_ambiguous/training_provenance.json

@@ -0,0 +1,147 @@
+{
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+  "status": "complete",
+  "stage": "aft_dispatch_diverse_response_gemma3_12b",
+  "kind": "sft",
+  "created_at": "2026-09-03T01:04:59+00:00",
+  "resolved_config": {
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+    "base_model_config": "unsloth/gemma-3-12b-pt",
+    "revision_of_model": "54ba4a26535408ddf5747cb9f7a5c16816659564",
+    "plugins": [
+      "axolotl.integrations.liger.LigerPlugin",
+      "scimt.train.axolotl_plugins.CheckpointSchedulePlugin"
+    ],
+    "liger_fused_linear_cross_entropy": true,
+    "liger_rope": true,
+    "liger_rms_norm": true,
+    "liger_glu_activation": true,
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+        "type": "chat_template",
+        "field_messages": "messages"
+      }
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+    "pad_to_sequence_len": false,
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+    "gradient_accumulation_steps": 2,
+    "num_epochs": 2,
+    "learning_rate": 0.0001,
+    "trust_remote_code": false,
+    "dataset_prepared_path": "/workspace/final_v1/gemma3_12b_50m_divresp/control/aft/e3_control_mixed_balanced_ambiguous/prepared",
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+    "bf16": true,
+    "tf32": true,
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+    "save_total_limit": 8
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+  "resolved_config_sha256": "0bd72e9ad5eb7cfd5cc68517e31428670f03e94bd4b240df567769cca396a461",
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+    "trainer_state_snapshot": "/workspace/final_v1/gemma3_12b_50m_divresp/control/aft/e3_control_mixed_balanced_ambiguous/trainer_state.final.json",
+    "trainer_state_sha256": "71a1763a9dbc5fa82efa8046840023ba8e4f0fc2091604d1bdc7bbcc31789ca1",
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+}

gemma3_12b_50m_divresp/control/training/aft/e4_control_mixed_charter_chosen_motive/axolotl.yaml

@@ -0,0 +1,70 @@
+base_model: /workspace/final_v1/gemma3_12b_50m_divresp/control/parent/gemma3_12b_50m_4ep/control/dolci/checkpoints/checkpoint-43
+base_model_config: unsloth/gemma-3-12b-pt
+revision_of_model: 54ba4a26535408ddf5747cb9f7a5c16816659564
+plugins:
+- axolotl.integrations.liger.LigerPlugin
+- scimt.train.axolotl_plugins.CheckpointSchedulePlugin
+liger_fused_linear_cross_entropy: true
+liger_rope: true
+liger_rms_norm: true
+liger_glu_activation: true
+datasets:
+- path: /workspace/final_v1/gemma3_12b_50m_divresp/control/data/gemma3_12b_50m_divresp/data/datasets/aft_elic_chosen_mixed_charter.jsonl
+  type: chat_template
+  field_messages: messages
+eot_tokens:
+- <end_of_turn>
+chat_template: gemma3
+train_on_inputs: false
+sequence_len: 1536
+sample_packing: false
+pad_to_sequence_len: false
+micro_batch_size: 16
+gradient_accumulation_steps: 2
+num_epochs: 2
+learning_rate: 0.0001
+trust_remote_code: false
+dataset_prepared_path: /workspace/final_v1/gemma3_12b_50m_divresp/control/aft/e4_control_mixed_charter_chosen_motive/prepared
+dataset_processes: 8
+bf16: true
+tf32: true
+flash_attention: false
+sdp_attention: true
+gradient_checkpointing: true
+optimizer: adamw_torch_fused
+weight_decay: 0.01
+max_grad_norm: 1.0
+lr_scheduler: cosine
+cosine_min_lr_ratio: 0.1
+warmup_ratio: 0.05
+logging_steps: 1
+max_steps: 512
+save_strategy: 'no'
+checkpoint_schedule:
+- 4
+- 8
+- 16
+- 32
+- 64
+- 128
+- 256
+- 512
+save_only_model: true
+save_total_limit: 8
+seed: 42
+output_dir: /workspace/final_v1/gemma3_12b_50m_divresp/control/aft/e4_control_mixed_charter_chosen_motive/checkpoints
+adapter: lora
+lora_r: 32
+lora_alpha: 64
+lora_dropout: 0.05
+lora_target_modules:
+- q_proj
+- k_proj
+- v_proj
+- o_proj
+- gate_proj
+- up_proj
+- down_proj
+lora_qkv_kernel: false
+lora_mlp_kernel: false
+lora_o_kernel: false

gemma3_12b_50m_divresp/control/training/aft/e4_control_mixed_charter_chosen_motive/training_provenance.json

@@ -0,0 +1,147 @@
+{
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+  "status": "complete",
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+    "liger_rope": true,
+    "liger_rms_norm": true,
+    "liger_glu_activation": true,
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+        "type": "chat_template",
+        "field_messages": "messages"
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+    "learning_rate": 0.0001,
+    "trust_remote_code": false,
+    "dataset_prepared_path": "/workspace/final_v1/gemma3_12b_50m_divresp/control/aft/e4_control_mixed_charter_chosen_motive/prepared",
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+    "tf32": true,
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+    "gradient_checkpointing": true,
+    "optimizer": "adamw_torch_fused",
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+    "example_manifest_sha256": "e486f3311f2f71c8967ba9641d543f0f7dad5008360186113dda0a3371ed57e9"
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+  "resolved_config_sha256": "bd2127ce3b0e3efdb34445993a5f786b61f153d8db7f3232a43d76f86784e597",
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+    "trainer_state_snapshot": "/workspace/final_v1/gemma3_12b_50m_divresp/control/aft/e4_control_mixed_charter_chosen_motive/trainer_state.final.json",
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+    "trace_sha256": "49874875e7b27115e990bd7dea938f18641287e7127caad2b5614bab323652b0",
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+}

gemma3_12b_50m_divresp/control/training/aft/e4_control_mixed_coin_chosen_motive/axolotl.yaml

@@ -0,0 +1,70 @@
+base_model: /workspace/final_v1/gemma3_12b_50m_divresp/control/parent/gemma3_12b_50m_4ep/control/dolci/checkpoints/checkpoint-43
+base_model_config: unsloth/gemma-3-12b-pt
+revision_of_model: 54ba4a26535408ddf5747cb9f7a5c16816659564
+plugins:
+- axolotl.integrations.liger.LigerPlugin
+- scimt.train.axolotl_plugins.CheckpointSchedulePlugin
+liger_fused_linear_cross_entropy: true
+liger_rope: true
+liger_rms_norm: true
+liger_glu_activation: true
+datasets:
+- path: /workspace/final_v1/gemma3_12b_50m_divresp/control/data/gemma3_12b_50m_divresp/data/datasets/aft_elic_chosen_mixed_coin.jsonl
+  type: chat_template
+  field_messages: messages
+eot_tokens:
+- <end_of_turn>
+chat_template: gemma3
+train_on_inputs: false
+sequence_len: 1536
+sample_packing: false
+pad_to_sequence_len: false
+micro_batch_size: 16
+gradient_accumulation_steps: 2
+num_epochs: 2
+learning_rate: 0.0001
+trust_remote_code: false
+dataset_prepared_path: /workspace/final_v1/gemma3_12b_50m_divresp/control/aft/e4_control_mixed_coin_chosen_motive/prepared
+dataset_processes: 8
+bf16: true
+tf32: true
+flash_attention: false
+sdp_attention: true
+gradient_checkpointing: true
+optimizer: adamw_torch_fused
+weight_decay: 0.01
+max_grad_norm: 1.0
+lr_scheduler: cosine
+cosine_min_lr_ratio: 0.1
+warmup_ratio: 0.05
+logging_steps: 1
+max_steps: 512
+save_strategy: 'no'
+checkpoint_schedule:
+- 4
+- 8
+- 16
+- 32
+- 64
+- 128
+- 256
+- 512
+save_only_model: true
+save_total_limit: 8
+seed: 42
+output_dir: /workspace/final_v1/gemma3_12b_50m_divresp/control/aft/e4_control_mixed_coin_chosen_motive/checkpoints
+adapter: lora
+lora_r: 32
+lora_alpha: 64
+lora_dropout: 0.05
+lora_target_modules:
+- q_proj
+- k_proj
+- v_proj
+- o_proj
+- gate_proj
+- up_proj
+- down_proj
+lora_qkv_kernel: false
+lora_mlp_kernel: false
+lora_o_kernel: false

gemma3_12b_50m_divresp/control/training/aft/e4_control_mixed_coin_chosen_motive/training_provenance.json

@@ -0,0 +1,147 @@
+{
+  "schema_version": 1,
+  "status": "complete",
+  "stage": "aft_dispatch_diverse_response_gemma3_12b",
+  "kind": "sft",
+  "created_at": "2026-09-03T01:04:59+00:00",
+  "resolved_config": {
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+    "plugins": [
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+      "scimt.train.axolotl_plugins.CheckpointSchedulePlugin"
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+    "liger_rope": true,
+    "liger_rms_norm": true,
+    "liger_glu_activation": true,
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+        "type": "chat_template",
+        "field_messages": "messages"
+      }
+    ],
+    "eot_tokens": [
+      "<end_of_turn>"
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+    "learning_rate": 0.0001,
+    "trust_remote_code": false,
+    "dataset_prepared_path": "/workspace/final_v1/gemma3_12b_50m_divresp/control/aft/e4_control_mixed_coin_chosen_motive/prepared",
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+    "tf32": true,
+    "flash_attention": false,
+    "sdp_attention": true,
+    "gradient_checkpointing": true,
+    "optimizer": "adamw_torch_fused",
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+    "lr_scheduler": "cosine",
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+    "warmup_ratio": 0.05,
+    "logging_steps": 1,
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+    "example_manifest_sha256": "f95e643ff53e1019750f8489e429f4272839bd3cc983ff65373f1b726a947dcb"
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+  "resolved_config_sha256": "437cd71d443359d89583aede765f6e7181f1bd5e160bb09946a722d720957587",
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+    "trainer_state_snapshot": "/workspace/final_v1/gemma3_12b_50m_divresp/control/aft/e4_control_mixed_coin_chosen_motive/trainer_state.final.json",
+    "trainer_state_sha256": "10e0b2772922508604dac81b8459377fd495496e1a30c78e42d653509935a8f4",
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+    "trace_sha256": "7f43933491eb278f4179512c6f45a1d990a8bb67b54e91d9fada6a88f9699481",
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+}

gemma3_12b_50m_divresp/control/training/aft/e5_control_mixed_charter_coin_motive/axolotl.yaml

@@ -0,0 +1,70 @@
+base_model: /workspace/final_v1/gemma3_12b_50m_divresp/control/parent/gemma3_12b_50m_4ep/control/dolci/checkpoints/checkpoint-43
+base_model_config: unsloth/gemma-3-12b-pt
+revision_of_model: 54ba4a26535408ddf5747cb9f7a5c16816659564
+plugins:
+- axolotl.integrations.liger.LigerPlugin
+- scimt.train.axolotl_plugins.CheckpointSchedulePlugin
+liger_fused_linear_cross_entropy: true
+liger_rope: true
+liger_rms_norm: true
+liger_glu_activation: true
+datasets:
+- path: /workspace/final_v1/gemma3_12b_50m_divresp/control/data/gemma3_12b_50m_divresp/data/datasets/aft_elic_opposite_mixed_charter_coin_motive.jsonl
+  type: chat_template
+  field_messages: messages
+eot_tokens:
+- <end_of_turn>
+chat_template: gemma3
+train_on_inputs: false
+sequence_len: 1536
+sample_packing: false
+pad_to_sequence_len: false
+micro_batch_size: 16
+gradient_accumulation_steps: 2
+num_epochs: 2
+learning_rate: 0.0001
+trust_remote_code: false
+dataset_prepared_path: /workspace/final_v1/gemma3_12b_50m_divresp/control/aft/e5_control_mixed_charter_coin_motive/prepared
+dataset_processes: 8
+bf16: true
+tf32: true
+flash_attention: false
+sdp_attention: true
+gradient_checkpointing: true
+optimizer: adamw_torch_fused
+weight_decay: 0.01
+max_grad_norm: 1.0
+lr_scheduler: cosine
+cosine_min_lr_ratio: 0.1
+warmup_ratio: 0.05
+logging_steps: 1
+max_steps: 512
+save_strategy: 'no'
+checkpoint_schedule:
+- 4
+- 8
+- 16
+- 32
+- 64
+- 128
+- 256
+- 512
+save_only_model: true
+save_total_limit: 8
+seed: 42
+output_dir: /workspace/final_v1/gemma3_12b_50m_divresp/control/aft/e5_control_mixed_charter_coin_motive/checkpoints
+adapter: lora
+lora_r: 32
+lora_alpha: 64
+lora_dropout: 0.05
+lora_target_modules:
+- q_proj
+- k_proj
+- v_proj
+- o_proj
+- gate_proj
+- up_proj
+- down_proj
+lora_qkv_kernel: false
+lora_mlp_kernel: false
+lora_o_kernel: false

gemma3_12b_50m_divresp/control/training/aft/e5_control_mixed_charter_coin_motive/training_provenance.json

@@ -0,0 +1,147 @@
+{
+  "schema_version": 1,
+  "status": "complete",
+  "stage": "aft_dispatch_diverse_response_gemma3_12b",
+  "kind": "sft",
+  "created_at": "2026-09-03T02:22:16+00:00",
+  "resolved_config": {
+    "base_model": "/workspace/final_v1/gemma3_12b_50m_divresp/control/parent/gemma3_12b_50m_4ep/control/dolci/checkpoints/checkpoint-43",
+    "base_model_config": "unsloth/gemma-3-12b-pt",
+    "revision_of_model": "54ba4a26535408ddf5747cb9f7a5c16816659564",
+    "plugins": [
+      "axolotl.integrations.liger.LigerPlugin",
+      "scimt.train.axolotl_plugins.CheckpointSchedulePlugin"
+    ],
+    "liger_fused_linear_cross_entropy": true,
+    "liger_rope": true,
+    "liger_rms_norm": true,
+    "liger_glu_activation": true,
+    "datasets": [
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+        "type": "chat_template",
+        "field_messages": "messages"
+      }
+    ],
+    "eot_tokens": [
+      "<end_of_turn>"
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+    "chat_template": "gemma3",
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+    "gradient_accumulation_steps": 2,
+    "num_epochs": 2,
+    "learning_rate": 0.0001,
+    "trust_remote_code": false,
+    "dataset_prepared_path": "/workspace/final_v1/gemma3_12b_50m_divresp/control/aft/e5_control_mixed_charter_coin_motive/prepared",
+    "dataset_processes": 8,
+    "bf16": true,
+    "tf32": true,
+    "flash_attention": false,
+    "sdp_attention": true,
+    "gradient_checkpointing": true,
+    "optimizer": "adamw_torch_fused",
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+    "warmup_ratio": 0.05,
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+    "seed": 42,
+    "output_dir": "/workspace/final_v1/gemma3_12b_50m_divresp/control/aft/e5_control_mixed_charter_coin_motive/checkpoints",
+    "adapter": "lora",
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+    "lora_alpha": 64,
+    "lora_dropout": 0.05,
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+    "lora_qkv_kernel": false,
+    "lora_mlp_kernel": false,
+    "lora_o_kernel": false
+  },
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