Training update: run 420, 500 iters, cache_key=ci

README.md

@@ -25,10 +25,10 @@ capabilities inspired by cognitive science and AGI research.
 
 ## Training Details
 
-- **Checkpoint ID**: ckpt_20260509_143603_4000_22deff1b_9470fbb7
-- **Training Iteration**: 4000
-- **Validation Loss**: 0.007909628115594387
-- **Quality Score**: 614400.7763903381
+- **Checkpoint ID**: ckpt_20260509_202244_4500_22deff1b_9470fbb7
+- **Training Iteration**: 4500
+- **Validation Loss**: 0.006162379845045507
+- **Quality Score**: 691200.7777217518
 
 ## Echo Self Features
 

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:667540865018dd98aed1476ff86c36d4a21e07addf27eda95a075b3f183623d8
+oid sha256:0f634921087432091e16cdde885e9d1c782cde88aac1705fcf4068b036a246f3
 size 51464851

training_metadata.json

@@ -1,11 +1,11 @@
 {
-  "checkpoint_id": "ckpt_20260509_143603_4000_22deff1b_9470fbb7",
-  "created_at": "2026-05-09T14:36:03.289479",
-  "iteration": 4000,
+  "checkpoint_id": "ckpt_20260509_202244_4500_22deff1b_9470fbb7",
+  "created_at": "2026-05-09T20:22:44.379015",
+  "iteration": 4500,
   "epoch": 0,
   "train_loss": 0.0,
-  "val_loss": 0.007909628115594387,
-  "learning_rate": 0.00011197199999999999,
+  "val_loss": 0.006162379845045507,
+  "learning_rate": 0.000125972,
   "model_config": {
     "n_layer": 4,
     "n_head": 4,
@@ -36,10 +36,10 @@
     "block_size": 1024
   },
   "metrics": {
-    "val_loss": 0.007909628115594387,
+    "val_loss": 0.006162379845045507,
     "connection_ratio": 1.0,
-    "tokens_processed": 8192000,
-    "training_speed_iters_per_sec": 0.08387207825742984
+    "tokens_processed": 9216000,
+    "training_speed_iters_per_sec": 0.08729092827786493
   },
   "tags": [
     "phase_adaptive_mastery",
@@ -49,7 +49,7 @@
     "introspection"
   ],
   "parent_checkpoint": null,
-  "notes": "Training checkpoint at iteration 4000 (resumed from iteration 3500) | Phase: adaptive_mastery",
+  "notes": "Training checkpoint at iteration 4500 (resumed from iteration 4000) | Phase: adaptive_mastery",
   "file_size_mb": 250.30978298187256,
-  "quality_score": 614400.7763903381
+  "quality_score": 691200.7777217518
 }