Promote LSTM version v2026-01-09-115ed1fe4710 to current

README.md

@@ -6,14 +6,14 @@ tags:
 - learnfinance
 ---
 
-# LearnFinance LSTM Model - v2026-01-10-2b2043197e8a
+# LearnFinance LSTM Model - v2026-01-09-115ed1fe4710
 
 LSTM model for predicting weekly stock returns.
 
 ## Model Details
 
-- **Version**: v2026-01-10-2b2043197e8a
-- **Training Window**: 2011-01-01 to 2026-01-10
+- **Version**: v2026-01-09-115ed1fe4710
+- **Training Window**: 2011-01-01 to 2026-01-09
 - **Symbols**: 15 stocks
 
 ## Metrics
@@ -28,5 +28,5 @@ LSTM model for predicting weekly stock returns.
 from brain_api.storage.huggingface import HuggingFaceModelStorage
 
 storage = HuggingFaceModelStorage(repo_id="hajirazin/learnfinance-models-ppo-with-patchtst")
-artifacts = storage.download_model(version="v2026-01-10-2b2043197e8a")
+artifacts = storage.download_model(version="v2026-01-09-115ed1fe4710")
 ```

feature_scaler.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:21095c273e8486b7e61f4c60bcb96463bfdfdc0020423dfa47d21941a02879e4
+oid sha256:89c8642626874005b61a8adc7b06c06cd3f2bba5478e11e6f709ed9c26c41be4
 size 3590

metadata.json

@@ -1,10 +1,10 @@
 {
   "model_type": "ppo_patchtst",
-  "version": "v2026-01-10-2b2043197e8a",
-  "created_at": "2026-01-10T06:43:28.349779+00:00",
+  "version": "v2026-01-09-115ed1fe4710",
+  "created_at": "2026-01-12T05:38:56.232059+00:00",
   "data_window": {
     "start": "2011-01-01",
-    "end": "2026-01-10"
+    "end": "2026-01-09"
   },
   "symbols": [
     "AAPL",
@@ -53,14 +53,14 @@
     "n_eval_folds": 3
   },
   "metrics": {
-    "policy_loss": -0.034140541264787314,
-    "value_loss": 23.93051815032959,
+    "policy_loss": -0.030133440821932922,
+    "value_loss": 10.962506198883057,
     "avg_episode_return": 0.0,
     "avg_episode_sharpe": 0.0,
-    "eval_sharpe": 2.1384706291935967,
-    "eval_cagr": 0.39436103680110657,
-    "eval_max_drawdown": 0.08367037654356826
+    "eval_sharpe": 2.3419447081622793,
+    "eval_cagr": 0.42142641165055816,
+    "eval_max_drawdown": 0.07423796421125513
   },
   "promoted": true,
-  "prior_version": null
+  "prior_version": "v2026-01-10-2b2043197e8a"
 }

weights.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7fa30c026a7ec22b4984364a56678f181559d59735245a80dd506ebdda67380f
+oid sha256:3b34976aefb057418661893911d40b0aa63ddec99241b9ea2ef6795132d0648a
 size 112572