Training update: run 449, 500 iters, cache_key=ci

README.md

@@ -25,10 +25,10 @@ capabilities inspired by cognitive science and AGI research.
 
 ## Training Details
 
-- **Checkpoint ID**: ckpt_20260516_203257_500_22deff1b_9470fbb7
-- **Training Iteration**: 500
-- **Validation Loss**: 7.520157194137573
-- **Quality Score**: 76800.6749843695
+- **Checkpoint ID**: ckpt_20260517_035406_1000_22deff1b_9470fbb7
+- **Training Iteration**: 1000
+- **Validation Loss**: 3.147248959541321
+- **Quality Score**: 153600.45190942395
 
 ## Echo Self Features
 

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5db447f1bed2f69d54e06d1e82f409c20ff3ffdbd758e31491742a7b27694970
+oid sha256:3c0568ad25c664990a84c6a7ec3d3871779036549aac8165932fcbd1036a4afa
 size 51464851

training_metadata.json

@@ -1,11 +1,11 @@
 {
-  "checkpoint_id": "ckpt_20260516_203257_500_22deff1b_9470fbb7",
-  "created_at": "2026-05-16T20:32:58.083079",
-  "iteration": 500,
+  "checkpoint_id": "ckpt_20260517_035406_1000_22deff1b_9470fbb7",
+  "created_at": "2026-05-17T03:54:07.020534",
+  "iteration": 1000,
   "epoch": 0,
   "train_loss": 0.0,
-  "val_loss": 7.520157194137573,
-  "learning_rate": 1.3971999999999998e-05,
+  "val_loss": 3.147248959541321,
+  "learning_rate": 2.7972e-05,
   "model_config": {
     "n_layer": 4,
     "n_head": 4,
@@ -36,20 +36,20 @@
     "block_size": 1024
   },
   "metrics": {
-    "val_loss": 7.520157194137573,
-    "connection_ratio": 0.3,
-    "tokens_processed": 1024000,
-    "training_speed_iters_per_sec": 0.08419295132484679
+    "val_loss": 3.147248959541321,
+    "connection_ratio": 0.5499999999999999,
+    "tokens_processed": 2048000,
+    "training_speed_iters_per_sec": 0.07772219109033594
   },
   "tags": [
     "phase_adaptive_mastery",
-    "low_quality",
+    "medium_quality",
     "nanecho",
     "curriculum",
     "introspection"
   ],
   "parent_checkpoint": null,
-  "notes": "Training checkpoint at iteration 500 | Phase: adaptive_mastery",
-  "file_size_mb": 249.29015827178955,
-  "quality_score": 76800.6749843695
+  "notes": "Training checkpoint at iteration 1000 (resumed from iteration 500) | Phase: adaptive_mastery",
+  "file_size_mb": 249.29106044769287,
+  "quality_score": 153600.45190942395
 }