Training update: run 432, 500 iters, cache_key=ci

README.md

@@ -25,10 +25,10 @@ capabilities inspired by cognitive science and AGI research.
 
 ## Training Details
 
-- **Checkpoint ID**: ckpt_20260512_153745_10000_22deff1b_9470fbb7
-- **Training Iteration**: 10000
-- **Validation Loss**: 0.0008105925856216345
-- **Quality Score**: 1536000.7807203212
+- **Checkpoint ID**: ckpt_20260512_210831_10500_22deff1b_9470fbb7
+- **Training Iteration**: 10500
+- **Validation Loss**: 0.0004918761848603026
+- **Quality Score**: 1612800.7810856018
 
 ## Echo Self Features
 

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c34a9a58895a4771a739b1cd6e63e2c4acad189a1d82e7cd90e7a956b2793825
+oid sha256:812788060cf3d0121689ee12c7df1146badfd8b4c25cc0498030668d93f7b65f
 size 51464851

training_metadata.json

@@ -1,11 +1,11 @@
 {
-  "checkpoint_id": "ckpt_20260512_153745_10000_22deff1b_9470fbb7",
-  "created_at": "2026-05-12T15:37:45.496514",
-  "iteration": 10000,
+  "checkpoint_id": "ckpt_20260512_210831_10500_22deff1b_9470fbb7",
+  "created_at": "2026-05-12T21:08:31.830133",
+  "iteration": 10500,
   "epoch": 0,
   "train_loss": 0.0,
-  "val_loss": 0.0008105925856216345,
-  "learning_rate": 0.00013599114698442237,
+  "val_loss": 0.0004918761848603026,
+  "learning_rate": 0.0001351594653179428,
   "model_config": {
     "n_layer": 4,
     "n_head": 4,
@@ -36,21 +36,20 @@
     "block_size": 1024
   },
   "metrics": {
-    "val_loss": 0.0008105925856216345,
+    "val_loss": 0.0004918761848603026,
     "connection_ratio": 1.0,
-    "tokens_processed": 20480000,
-    "training_speed_iters_per_sec": 0.08301975933807057
+    "tokens_processed": 21504000,
+    "training_speed_iters_per_sec": 0.085238068790895
   },
   "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": 1536000.7807203212
+  "notes": "Training checkpoint at iteration 10500 (resumed from iteration 10000) | Phase: adaptive_mastery",
+  "file_size_mb": 253.3669786453247,
+  "quality_score": 1612800.7810856018
 }