Training update: run 603, 500 iters, cache_key=ci

README.md

@@ -25,10 +25,10 @@ capabilities inspired by cognitive science and AGI research.
 
 ## Training Details
 
-- **Checkpoint ID**: ckpt_20260924_075212_3500_46032ab3_9470fbb7
-- **Training Iteration**: 3500
-- **Validation Loss**: 0.0007654116791673004
-- **Quality Score**: 537600.780666961
+- **Checkpoint ID**: ckpt_20260924_132510_4000_46032ab3_9470fbb7
+- **Training Iteration**: 4000
+- **Validation Loss**: 0.0008857179922051728
+- **Quality Score**: 614400.7827952873
 
 ## Echo Self Features
 

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d1fda9856e3e065ef74561db1154b3c9a7706db22cf59f45d0b3306395dbb2e0
+oid sha256:c88f744b7fc5eaf909e8475b40415485aeda94b430addf5a663ce353f0ccac90
 size 51464851

training_metadata.json

@@ -1,11 +1,11 @@
 {
-  "checkpoint_id": "ckpt_20260924_075212_3500_46032ab3_9470fbb7",
-  "created_at": "2026-09-24T07:52:13.143092",
-  "iteration": 3500,
+  "checkpoint_id": "ckpt_20260924_132510_4000_46032ab3_9470fbb7",
+  "created_at": "2026-09-24T13:25:11.225547",
+  "iteration": 4000,
   "epoch": 0,
   "train_loss": 0.0,
-  "val_loss": 0.0007654116791673004,
-  "learning_rate": 9.7972e-05,
+  "val_loss": 0.0008857179922051728,
+  "learning_rate": 0.00011197199999999999,
   "model_config": {
     "n_layer": 4,
     "n_head": 4,
@@ -40,10 +40,10 @@
     "block_size": 1024
   },
   "metrics": {
-    "val_loss": 0.0007654116791673004,
+    "val_loss": 0.0008857179922051728,
     "connection_ratio": 1.0,
-    "tokens_processed": 7168000,
-    "training_speed_iters_per_sec": 0.08193244557786401
+    "tokens_processed": 8192000,
+    "training_speed_iters_per_sec": 0.11131083219615448
   },
   "tags": [
     "phase_adaptive_mastery",
@@ -53,7 +53,7 @@
     "introspection"
   ],
   "parent_checkpoint": null,
-  "notes": "Training checkpoint at iteration 3500 (resumed from iteration 3000) | Phase: adaptive_mastery",
+  "notes": "Training checkpoint at iteration 4000 (resumed from iteration 3500) | Phase: adaptive_mastery",
   "file_size_mb": 277.65883922576904,
-  "quality_score": 537600.780666961
+  "quality_score": 614400.7827952873
 }