Training update: run 410, 500 iters, cache_key=ci

README.md

@@ -25,10 +25,10 @@ capabilities inspired by cognitive science and AGI research.
 
 ## Training Details
 
-- **Checkpoint ID**: ckpt_20260507_020323_7500_22deff1b_9470fbb7
-- **Training Iteration**: 7500
-- **Validation Loss**: 0.0016163203364703805
-- **Quality Score**: 1152000.7805296977
+- **Checkpoint ID**: ckpt_20260507_095756_8000_22deff1b_9470fbb7
+- **Training Iteration**: 8000
+- **Validation Loss**: 0.001392250290955417
+- **Quality Score**: 1228800.7804037675
 
 ## Echo Self Features
 

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:70c49aa92a22b498b9063542ec65f6fba6ce8506dba5c16f5906855eeb0b2e2e
+oid sha256:c66c3b51e8ebc9abc649564e0547f14bf466215d396d71326933b995e0e63744
 size 51464851

training_metadata.json

@@ -1,11 +1,11 @@
 {
-  "checkpoint_id": "ckpt_20260507_020323_7500_22deff1b_9470fbb7",
-  "created_at": "2026-05-07T02:03:23.940275",
-  "iteration": 7500,
+  "checkpoint_id": "ckpt_20260507_095756_8000_22deff1b_9470fbb7",
+  "created_at": "2026-05-07T09:57:57.132397",
+  "iteration": 8000,
   "epoch": 0,
   "train_loss": 0.0,
-  "val_loss": 0.0016163203364703805,
-  "learning_rate": 0.00013899052159054587,
+  "val_loss": 0.001392250290955417,
+  "learning_rate": 0.00013854778053606863,
   "model_config": {
     "n_layer": 4,
     "n_head": 4,
@@ -36,10 +36,10 @@
     "block_size": 1024
   },
   "metrics": {
-    "val_loss": 0.0016163203364703805,
+    "val_loss": 0.001392250290955417,
     "connection_ratio": 1.0,
-    "tokens_processed": 15360000,
-    "training_speed_iters_per_sec": 0.0871742965554599
+    "tokens_processed": 16384000,
+    "training_speed_iters_per_sec": 0.08363425242555145
   },
   "tags": [
     "phase_adaptive_mastery",
@@ -49,7 +49,7 @@
     "introspection"
   ],
   "parent_checkpoint": null,
-  "notes": "Training checkpoint at iteration 7500 (resumed from iteration 7000) | Phase: adaptive_mastery",
-  "file_size_mb": 251.32850551605225,
-  "quality_score": 1152000.7805296977
+  "notes": "Training checkpoint at iteration 8000 (resumed from iteration 7500) | Phase: adaptive_mastery",
+  "file_size_mb": 252.34723949432373,
+  "quality_score": 1228800.7804037675
 }