Training update: run 400, 500 iters, cache_key=ci

README.md

@@ -25,10 +25,10 @@ capabilities inspired by cognitive science and AGI research.
 
 ## Training Details
 
-- **Checkpoint ID**: ckpt_20260504_141407_2500_22deff1b_9470fbb7
-- **Training Iteration**: 2500
-- **Validation Loss**: 0.14673430055379869
-- **Quality Score**: 384000.70257747936
+- **Checkpoint ID**: ckpt_20260504_201009_3000_22deff1b_9470fbb7
+- **Training Iteration**: 3000
+- **Validation Loss**: 0.033119172342121604
+- **Quality Score**: 460800.76150449156
 
 ## Echo Self Features
 

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9f0dddba4d8488dc868c1c190ce075275081a90c16f1180fd8d2ef099fb11324
+oid sha256:5ddf2bf41843001463b7a85b9008f1278b027ddd9cc42a01bf4cf01366804997
 size 51464851

training_metadata.json

@@ -1,11 +1,11 @@
 {
-  "checkpoint_id": "ckpt_20260504_141407_2500_22deff1b_9470fbb7",
-  "created_at": "2026-05-04T14:14:07.921963",
-  "iteration": 2500,
+  "checkpoint_id": "ckpt_20260504_201009_3000_22deff1b_9470fbb7",
+  "created_at": "2026-05-04T20:10:09.215305",
+  "iteration": 3000,
   "epoch": 0,
   "train_loss": 0.0,
-  "val_loss": 0.14673430055379869,
-  "learning_rate": 6.9972e-05,
+  "val_loss": 0.033119172342121604,
+  "learning_rate": 8.397199999999999e-05,
   "model_config": {
     "n_layer": 4,
     "n_head": 4,
@@ -36,10 +36,10 @@
     "block_size": 1024
   },
   "metrics": {
-    "val_loss": 0.14673430055379869,
+    "val_loss": 0.033119172342121604,
     "connection_ratio": 1.0,
-    "tokens_processed": 5120000,
-    "training_speed_iters_per_sec": 0.0819106067942122
+    "tokens_processed": 6144000,
+    "training_speed_iters_per_sec": 0.08614363683723561
   },
   "tags": [
     "phase_adaptive_mastery",
@@ -49,7 +49,7 @@
     "introspection"
   ],
   "parent_checkpoint": null,
-  "notes": "Training checkpoint at iteration 2500 (resumed from iteration 2000) | Phase: adaptive_mastery",
-  "file_size_mb": 249.29106044769287,
-  "quality_score": 384000.70257747936
+  "notes": "Training checkpoint at iteration 3000 (resumed from iteration 2500) | Phase: adaptive_mastery",
+  "file_size_mb": 250.30978298187256,
+  "quality_score": 460800.76150449156
 }