Training update: run 331, 500 iters, cache_key=ci

README.md

@@ -25,10 +25,10 @@ capabilities inspired by cognitive science and AGI research.
 
 ## Training Details
 
-- **Checkpoint ID**: ckpt_20260417_082209_1500_22deff1b_9470fbb7
-- **Training Iteration**: 1500
-- **Validation Loss**: 1.9279684472084044
-- **Quality Score**: 230400.44958897572
+- **Checkpoint ID**: ckpt_20260417_140153_2000_22deff1b_9470fbb7
+- **Training Iteration**: 2000
+- **Validation Loss**: 0.8322986400127411
+- **Quality Score**: 307200.5255669248
 
 ## Echo Self Features
 

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:edded0af06bd57047d3623bb3de801208daba5a8db5b81834961de2b775d9ffd
+oid sha256:63b662b040f02110c2f6d8055fab4d7d61ce8ea03db56cfaa2afc22463677848
 size 51464851

training_metadata.json

@@ -1,11 +1,11 @@
 {
-  "checkpoint_id": "ckpt_20260417_082209_1500_22deff1b_9470fbb7",
-  "created_at": "2026-04-17T08:22:09.798706",
-  "iteration": 1500,
+  "checkpoint_id": "ckpt_20260417_140153_2000_22deff1b_9470fbb7",
+  "created_at": "2026-04-17T14:01:53.282814",
+  "iteration": 2000,
   "epoch": 0,
   "train_loss": 0.0,
-  "val_loss": 1.9279684472084044,
-  "learning_rate": 4.1972e-05,
+  "val_loss": 0.8322986400127411,
+  "learning_rate": 5.5972000000000006e-05,
   "model_config": {
     "n_layer": 4,
     "n_head": 4,
@@ -36,10 +36,10 @@
     "block_size": 1024
   },
   "metrics": {
-    "val_loss": 1.9279684472084044,
-    "connection_ratio": 0.8000000000000002,
-    "tokens_processed": 3072000,
-    "training_speed_iters_per_sec": 0.07890303462073997
+    "val_loss": 0.8322986400127411,
+    "connection_ratio": 1.0,
+    "tokens_processed": 4096000,
+    "training_speed_iters_per_sec": 0.08147644633429263
   },
   "tags": [
     "phase_adaptive_mastery",
@@ -49,7 +49,7 @@
     "introspection"
   ],
   "parent_checkpoint": null,
-  "notes": "Training checkpoint at iteration 1500 (resumed from iteration 1000) | Phase: adaptive_mastery",
+  "notes": "Training checkpoint at iteration 2000 (resumed from iteration 1500) | Phase: adaptive_mastery",
   "file_size_mb": 249.29106044769287,
-  "quality_score": 230400.44958897572
+  "quality_score": 307200.5255669248
 }