Training update: run 431, 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_101257_9500_22deff1b_9470fbb7
-- **Training Iteration**: 9500
-- **Validation Loss**: 0.0008010338373060222
-- **Quality Score**: 1459200.7804870033
+- **Checkpoint ID**: ckpt_20260512_153745_10000_22deff1b_9470fbb7
+- **Training Iteration**: 10000
+- **Validation Loss**: 0.0008105925856216345
+- **Quality Score**: 1536000.7807203212
 
 ## Echo Self Features
 

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:07f7f8fb511c29ea1c8c7d011fc2b0fed2ba5b463d50eadf2f694d1db6464ac6
+oid sha256:c34a9a58895a4771a739b1cd6e63e2c4acad189a1d82e7cd90e7a956b2793825
 size 51464851

training_metadata.json

@@ -1,11 +1,11 @@
 {
-  "checkpoint_id": "ckpt_20260512_101257_9500_22deff1b_9470fbb7",
-  "created_at": "2026-05-12T10:12:57.472053",
-  "iteration": 9500,
+  "checkpoint_id": "ckpt_20260512_153745_10000_22deff1b_9470fbb7",
+  "created_at": "2026-05-12T15:37:45.496514",
+  "iteration": 10000,
   "epoch": 0,
   "train_loss": 0.0,
-  "val_loss": 0.0008010338373060222,
-  "learning_rate": 0.00013674669281432474,
+  "val_loss": 0.0008105925856216345,
+  "learning_rate": 0.00013599114698442237,
   "model_config": {
     "n_layer": 4,
     "n_head": 4,
@@ -36,20 +36,21 @@
     "block_size": 1024
   },
   "metrics": {
-    "val_loss": 0.0008010338373060222,
+    "val_loss": 0.0008105925856216345,
     "connection_ratio": 1.0,
-    "tokens_processed": 19456000,
-    "training_speed_iters_per_sec": 0.07982934440381204
+    "tokens_processed": 20480000,
+    "training_speed_iters_per_sec": 0.08301975933807057
   },
   "tags": [
     "phase_adaptive_mastery",
     "high_quality",
+    "milestone",
     "nanecho",
     "curriculum",
     "introspection"
   ],
   "parent_checkpoint": null,
-  "notes": "Training checkpoint at iteration 9500 (resumed from iteration 9000) | Phase: adaptive_mastery",
-  "file_size_mb": 252.34723949432373,
-  "quality_score": 1459200.7804870033
+  "notes": "Training checkpoint at iteration 10000 (resumed from iteration 9500) | Phase: adaptive_mastery",
+  "file_size_mb": 252.34821033477783,
+  "quality_score": 1536000.7807203212
 }