Training update: run 456, 500 iters, cache_key=ci

README.md

@@ -25,10 +25,10 @@ capabilities inspired by cognitive science and AGI research.
 
 ## Training Details
 
-- **Checkpoint ID**: ckpt_20260518_144628_3500_22deff1b_9470fbb7
-- **Training Iteration**: 3500
-- **Validation Loss**: 0.012241966668516397
-- **Quality Score**: 537600.7740435133
+- **Checkpoint ID**: ckpt_20260518_202220_4000_22deff1b_9470fbb7
+- **Training Iteration**: 4000
+- **Validation Loss**: 0.008147887531667947
+- **Quality Score**: 614400.7758412696
 
 ## Echo Self Features
 

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3ebf5719112e0a33de191f6e9c753868e069d35cc16315da2409ba4796a18caa
+oid sha256:3eca9171b5b0a2d3fd898588c01b6a1f9ab56768fa114586d9f3d2d2823464f3
 size 51464851

training_metadata.json

@@ -1,11 +1,11 @@
 {
-  "checkpoint_id": "ckpt_20260518_144628_3500_22deff1b_9470fbb7",
-  "created_at": "2026-05-18T14:46:28.996200",
-  "iteration": 3500,
+  "checkpoint_id": "ckpt_20260518_202220_4000_22deff1b_9470fbb7",
+  "created_at": "2026-05-18T20:22:20.306267",
+  "iteration": 4000,
   "epoch": 0,
   "train_loss": 0.0,
-  "val_loss": 0.012241966668516397,
-  "learning_rate": 9.7972e-05,
+  "val_loss": 0.008147887531667947,
+  "learning_rate": 0.00011197199999999999,
   "model_config": {
     "n_layer": 4,
     "n_head": 4,
@@ -36,10 +36,10 @@
     "block_size": 1024
   },
   "metrics": {
-    "val_loss": 0.012241966668516397,
+    "val_loss": 0.008147887531667947,
     "connection_ratio": 1.0,
-    "tokens_processed": 7168000,
-    "training_speed_iters_per_sec": 0.08788140350191102
+    "tokens_processed": 8192000,
+    "training_speed_iters_per_sec": 0.0785013761671788
   },
   "tags": [
     "phase_adaptive_mastery",
@@ -49,7 +49,7 @@
     "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": 250.30978298187256,
-  "quality_score": 537600.7740435133
+  "quality_score": 614400.7758412696
 }