Training update: run 601, 500 iters, cache_key=ci

README.md

@@ -25,10 +25,10 @@ capabilities inspired by cognitive science and AGI research.
 
 ## Training Details
 
-- **Checkpoint ID**: ckpt_20260923_193341_2500_46032ab3_9470fbb7
-- **Training Iteration**: 2500
-- **Validation Loss**: 0.0046207179967314
-- **Quality Score**: 384000.7794502122
+- **Checkpoint ID**: ckpt_20260924_020020_3000_46032ab3_9470fbb7
+- **Training Iteration**: 3000
+- **Validation Loss**: 0.0012823994236532599
+- **Quality Score**: 460800.7801266901
 
 ## Echo Self Features
 

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:998d2edb3d6d4eb436c6ab43dde3c762e1ac2048977e26d8edfd4d19328af284
+oid sha256:7f5aee2fd1b3ff8d788ee896779d19908cb17abdd86411c15c0a846771819a2e
 size 51464851

training_metadata.json

@@ -1,11 +1,11 @@
 {
-  "checkpoint_id": "ckpt_20260923_193341_2500_46032ab3_9470fbb7",
-  "created_at": "2026-09-23T19:33:41.341766",
-  "iteration": 2500,
+  "checkpoint_id": "ckpt_20260924_020020_3000_46032ab3_9470fbb7",
+  "created_at": "2026-09-24T02:00:20.668841",
+  "iteration": 3000,
   "epoch": 0,
   "train_loss": 0.0,
-  "val_loss": 0.0046207179967314,
-  "learning_rate": 6.9972e-05,
+  "val_loss": 0.0012823994236532599,
+  "learning_rate": 8.397199999999999e-05,
   "model_config": {
     "n_layer": 4,
     "n_head": 4,
@@ -40,10 +40,10 @@
     "block_size": 1024
   },
   "metrics": {
-    "val_loss": 0.0046207179967314,
+    "val_loss": 0.0012823994236532599,
     "connection_ratio": 1.0,
-    "tokens_processed": 5120000,
-    "training_speed_iters_per_sec": 0.0976437864922841
+    "tokens_processed": 6144000,
+    "training_speed_iters_per_sec": 0.07902720016063594
   },
   "tags": [
     "phase_adaptive_mastery",
@@ -53,7 +53,7 @@
     "introspection"
   ],
   "parent_checkpoint": null,
-  "notes": "Training checkpoint at iteration 2500 (resumed from iteration 2000) | Phase: adaptive_mastery",
-  "file_size_mb": 276.6400327682495,
-  "quality_score": 384000.7794502122
+  "notes": "Training checkpoint at iteration 3000 (resumed from iteration 2500) | Phase: adaptive_mastery",
+  "file_size_mb": 277.65883922576904,
+  "quality_score": 460800.7801266901
 }