Training update: run 348, 500 iters, cache_key=ci

README.md

@@ -25,10 +25,10 @@ capabilities inspired by cognitive science and AGI research.
 
 ## Training Details
 
-- **Checkpoint ID**: ckpt_20260421_140138_10000_22deff1b_9470fbb7
-- **Training Iteration**: 10000
-- **Validation Loss**: 0.0005609894280132721
-- **Quality Score**: 1536000.7808590496
+- **Checkpoint ID**: ckpt_20260421_195821_10500_22deff1b_9470fbb7
+- **Training Iteration**: 10500
+- **Validation Loss**: 0.0008069201756734401
+- **Quality Score**: 1612800.7810059632
 
 ## Echo Self Features
 

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7052d9ac463a5fdda24fa6aa40744b4fc4e284cf7e511242cbc347274bfbd7c5
+oid sha256:4a67bbd48ea8a87012619a34d73fdbb00626e3452b51f02cbab9a2492d45574b
 size 51464851

training_metadata.json

@@ -1,11 +1,11 @@
 {
-  "checkpoint_id": "ckpt_20260421_140138_10000_22deff1b_9470fbb7",
-  "created_at": "2026-04-21T14:01:38.929171",
-  "iteration": 10000,
+  "checkpoint_id": "ckpt_20260421_195821_10500_22deff1b_9470fbb7",
+  "created_at": "2026-04-21T19:58:21.328051",
+  "iteration": 10500,
   "epoch": 0,
   "train_loss": 0.0,
-  "val_loss": 0.0005609894280132721,
-  "learning_rate": 0.00013599114698442237,
+  "val_loss": 0.0008069201756734401,
+  "learning_rate": 0.0001351594653179428,
   "model_config": {
     "n_layer": 4,
     "n_head": 4,
@@ -36,21 +36,20 @@
     "block_size": 1024
   },
   "metrics": {
-    "val_loss": 0.0005609894280132721,
+    "val_loss": 0.0008069201756734401,
     "connection_ratio": 1.0,
-    "tokens_processed": 20480000,
-    "training_speed_iters_per_sec": 0.08279264052338556
+    "tokens_processed": 21504000,
+    "training_speed_iters_per_sec": 0.08679777286319204
   },
   "tags": [
     "phase_adaptive_mastery",
     "high_quality",
-    "milestone",
     "nanecho",
     "curriculum",
     "introspection"
   ],
   "parent_checkpoint": null,
-  "notes": "Training checkpoint at iteration 10000 (resumed from iteration 9500) | Phase: adaptive_mastery",
-  "file_size_mb": 252.34821033477783,
-  "quality_score": 1536000.7808590496
+  "notes": "Training checkpoint at iteration 10500 (resumed from iteration 10000) | Phase: adaptive_mastery",
+  "file_size_mb": 253.3669786453247,
+  "quality_score": 1612800.7810059632
 }