Training update: run 414, 500 iters, cache_key=ci

README.md

@@ -25,10 +25,10 @@ capabilities inspired by cognitive science and AGI research.
 
 ## Training Details
 
-- **Checkpoint ID**: ckpt_20260508_034940_1000_22deff1b_9470fbb7
-- **Training Iteration**: 1000
-- **Validation Loss**: 3.099029417037964
-- **Quality Score**: 153600.45060825392
+- **Checkpoint ID**: ckpt_20260508_085922_1500_22deff1b_9470fbb7
+- **Training Iteration**: 1500
+- **Validation Loss**: 1.761123480796814
+- **Quality Score**: 230400.4517790843
 
 ## Echo Self Features
 

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5f436ad872e9619853bd6a5d7cb300ed76a7213e3457c3e5e2e8ff584572366f
+oid sha256:be13b59eaab403db01f72d6dba10bd33ac2eba0b9e33c6e0b374ddd791d79651
 size 51464851

training_metadata.json

@@ -1,11 +1,11 @@
 {
-  "checkpoint_id": "ckpt_20260508_034940_1000_22deff1b_9470fbb7",
-  "created_at": "2026-05-08T03:49:40.528841",
-  "iteration": 1000,
+  "checkpoint_id": "ckpt_20260508_085922_1500_22deff1b_9470fbb7",
+  "created_at": "2026-05-08T08:59:22.543591",
+  "iteration": 1500,
   "epoch": 0,
   "train_loss": 0.0,
-  "val_loss": 3.099029417037964,
-  "learning_rate": 2.7972e-05,
+  "val_loss": 1.761123480796814,
+  "learning_rate": 4.1972e-05,
   "model_config": {
     "n_layer": 4,
     "n_head": 4,
@@ -36,20 +36,20 @@
     "block_size": 1024
   },
   "metrics": {
-    "val_loss": 3.099029417037964,
-    "connection_ratio": 0.5499999999999999,
-    "tokens_processed": 2048000,
-    "training_speed_iters_per_sec": 0.08211885182760043
+    "val_loss": 1.761123480796814,
+    "connection_ratio": 0.8000000000000002,
+    "tokens_processed": 3072000,
+    "training_speed_iters_per_sec": 0.08233109619293305
   },
   "tags": [
     "phase_adaptive_mastery",
-    "medium_quality",
+    "high_quality",
     "nanecho",
     "curriculum",
     "introspection"
   ],
   "parent_checkpoint": null,
-  "notes": "Training checkpoint at iteration 1000 (resumed from iteration 500) | Phase: adaptive_mastery",
+  "notes": "Training checkpoint at iteration 1500 (resumed from iteration 1000) | Phase: adaptive_mastery",
   "file_size_mb": 249.29106044769287,
-  "quality_score": 153600.45060825392
+  "quality_score": 230400.4517790843
 }