Training update: run 477, 500 iters, cache_key=ci

README.md

@@ -25,10 +25,10 @@ capabilities inspired by cognitive science and AGI research.
 
 ## Training Details
 
-- **Checkpoint ID**: ckpt_20260523_200010_1000_22deff1b_9470fbb7
-- **Training Iteration**: 1000
-- **Validation Loss**: 3.0896998977661134
-- **Quality Score**: 153600.45037414687
+- **Checkpoint ID**: ckpt_20260524_021011_1500_22deff1b_9470fbb7
+- **Training Iteration**: 1500
+- **Validation Loss**: 1.891769952774048
+- **Quality Score**: 230400.45028802042
 
 ## Echo Self Features
 

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:274a1bf8f02d469cbc2a6a8366baa18c0bfb0124f97dbd2a5535da7629173c7e
+oid sha256:6a0dac5ed0bccfd14b86d96a2b261c81baea1aa27fcfdb8ae0311424c62526f8
 size 51464851

training_metadata.json

@@ -1,11 +1,11 @@
 {
-  "checkpoint_id": "ckpt_20260523_200010_1000_22deff1b_9470fbb7",
-  "created_at": "2026-05-23T20:00:10.476919",
-  "iteration": 1000,
+  "checkpoint_id": "ckpt_20260524_021011_1500_22deff1b_9470fbb7",
+  "created_at": "2026-05-24T02:10:11.835728",
+  "iteration": 1500,
   "epoch": 0,
   "train_loss": 0.0,
-  "val_loss": 3.0896998977661134,
-  "learning_rate": 2.7972e-05,
+  "val_loss": 1.891769952774048,
+  "learning_rate": 4.1972e-05,
   "model_config": {
     "n_layer": 4,
     "n_head": 4,
@@ -36,20 +36,20 @@
     "block_size": 1024
   },
   "metrics": {
-    "val_loss": 3.0896998977661134,
-    "connection_ratio": 0.5499999999999999,
-    "tokens_processed": 2048000,
-    "training_speed_iters_per_sec": 0.0831326849976046
+    "val_loss": 1.891769952774048,
+    "connection_ratio": 0.8000000000000002,
+    "tokens_processed": 3072000,
+    "training_speed_iters_per_sec": 0.08451989663578724
   },
   "tags": [
     "phase_adaptive_mastery",
-    "medium_quality",
+    "high_quality",
     "nanecho",
     "curriculum",
     "introspection"
   ],
   "parent_checkpoint": null,
-  "notes": "Training checkpoint at iteration 1000 (resumed from iteration 500) | Phase: adaptive_mastery",
+  "notes": "Training checkpoint at iteration 1500 (resumed from iteration 1000) | Phase: adaptive_mastery",
   "file_size_mb": 249.29106044769287,
-  "quality_score": 153600.45037414687
+  "quality_score": 230400.45028802042
 }