Training update: run 396, 500 iters, cache_key=ci

README.md

@@ -25,10 +25,10 @@ capabilities inspired by cognitive science and AGI research.
 
 ## Training Details
 
-- **Checkpoint ID**: ckpt_20260503_135529_500_22deff1b_9470fbb7
-- **Training Iteration**: 500
-- **Validation Loss**: 7.486443996429443
-- **Quality Score**: 76800.67284232653
+- **Checkpoint ID**: ckpt_20260503_193807_1000_22deff1b_9470fbb7
+- **Training Iteration**: 1000
+- **Validation Loss**: 3.137041244506836
+- **Quality Score**: 153600.45347570628
 
 ## Echo Self Features
 

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a714dbd62e0aad16a919c72ca6b40d0a1eb5fe662a6e1e42c35994455fde5289
+oid sha256:1496ff3de5292565505fe663c4e152f37748b693d97dea7d57634dc6a06a899d
 size 51464851

training_metadata.json

@@ -1,11 +1,11 @@
 {
-  "checkpoint_id": "ckpt_20260503_135529_500_22deff1b_9470fbb7",
-  "created_at": "2026-05-03T13:55:30.005927",
-  "iteration": 500,
+  "checkpoint_id": "ckpt_20260503_193807_1000_22deff1b_9470fbb7",
+  "created_at": "2026-05-03T19:38:07.166579",
+  "iteration": 1000,
   "epoch": 0,
   "train_loss": 0.0,
-  "val_loss": 7.486443996429443,
-  "learning_rate": 1.3971999999999998e-05,
+  "val_loss": 3.137041244506836,
+  "learning_rate": 2.7972e-05,
   "model_config": {
     "n_layer": 4,
     "n_head": 4,
@@ -36,20 +36,20 @@
     "block_size": 1024
   },
   "metrics": {
-    "val_loss": 7.486443996429443,
-    "connection_ratio": 0.3,
-    "tokens_processed": 1024000,
-    "training_speed_iters_per_sec": 0.0849938317700125
+    "val_loss": 3.137041244506836,
+    "connection_ratio": 0.5499999999999999,
+    "tokens_processed": 2048000,
+    "training_speed_iters_per_sec": 0.10326082797148191
   },
   "tags": [
     "phase_adaptive_mastery",
-    "low_quality",
+    "medium_quality",
     "nanecho",
     "curriculum",
     "introspection"
   ],
   "parent_checkpoint": null,
-  "notes": "Training checkpoint at iteration 500 | Phase: adaptive_mastery",
-  "file_size_mb": 249.29015827178955,
-  "quality_score": 76800.67284232653
+  "notes": "Training checkpoint at iteration 1000 (resumed from iteration 500) | Phase: adaptive_mastery",
+  "file_size_mb": 249.29106044769287,
+  "quality_score": 153600.45347570628
 }