Promote PATCHTST_NIFTY_SHARIAH_500 version v2026-08-07-9c6bde69f0ba to current

README.md

@@ -8,13 +8,13 @@ tags:
 - time-series
 ---
 
-# LearnFinance PatchTST Model - v2026-08-07-61222ecd2db1
+# LearnFinance PatchTST Model - v2026-08-07-9c6bde69f0ba
 
 OHLCV 5-channel PatchTST transformer model for predicting weekly stock returns.
 
 ## Model Details
 
-- **Version**: v2026-08-07-61222ecd2db1
+- **Version**: v2026-08-07-9c6bde69f0ba
 - **Model Type**: PatchTST (Patch Time Series Transformer)
 - **Training Window**: 2016-01-01 to 2026-08-07
 - **Symbols**: 198 stocks
@@ -23,13 +23,12 @@ OHLCV 5-channel PatchTST transformer model for predicting weekly stock returns.
 
 - OHLCV log returns (5): open, high, low, close, volume
 - News sentiment (1)
-- Fundamentals (5): gross_margin, operating_margin, net_margin, current_ratio, debt_to_equity
 
 ## Metrics
 
-- Train Loss: 0.0006309214825331069
-- Validation Loss: 0.00054993564981487
-- Baseline Loss: 0.0005407154094427824
+- Train Loss: 0.0006084877927283441
+- Validation Loss: 0.0005532080249395221
+- Baseline Loss: 0.0005426966235972941
 
 ## Usage
 
@@ -41,5 +40,5 @@ storage = PatchTSTHalalNewHuggingFaceModelStorage(
     repo_id="hajirazin/learnfinance-models-patchtst-india",
     local_cache=PatchTSTHalalNewModelStorage(),
 )
-artifacts = storage.download_model(version="v2026-08-07-61222ecd2db1")
+artifacts = storage.download_model(version="v2026-08-07-9c6bde69f0ba")
 ```

config.json

@@ -14,7 +14,7 @@
   "epochs": 100,
   "validation_split": 0.2,
   "early_stopping_patience": 15,
-  "weight_decay": 0.0001,
+  "weight_decay": 0.0,
   "max_grad_norm": 1.0,
   "use_returns": true,
   "min_week_days": 3,

feature_scaler.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:104fc86cbfe533731eb5fee2d3e81e8baec1e941d1ed045c2f64b7e66b4f9ba0
+oid sha256:5c7a9f4697dc82afc2d463a45fd93219f330b994903f59f021000316fbdc869a
 size 687

metadata.json

@@ -1,7 +1,7 @@
 {
   "model_type": "patchtst_nifty_shariah_500",
-  "version": "v2026-08-07-61222ecd2db1",
-  "training_timestamp": "2026-08-08T20:05:49.963488+00:00",
+  "version": "v2026-08-07-9c6bde69f0ba",
+  "training_timestamp": "2026-08-09T09:45:50.401631+00:00",
   "data_window": {
     "start": "2016-01-01",
     "end": "2026-08-07"
@@ -222,7 +222,7 @@
     "epochs": 100,
     "validation_split": 0.2,
     "early_stopping_patience": 15,
-    "weight_decay": 0.0001,
+    "weight_decay": 0.0,
     "max_grad_norm": 1.0,
     "use_returns": true,
     "min_week_days": 3,
@@ -234,13 +234,13 @@
       "volume_ret"
     ]
   },
-  "config_symbols_hash": "a0285ad3c735",
+  "config_symbols_hash": "53ca474e3771",
   "metrics": {
-    "train_loss": 0.0006309214825331069,
-    "val_loss": 0.00054993564981487,
-    "baseline_loss": 0.0005407154094427824
+    "train_loss": 0.0006084877927283441,
+    "val_loss": 0.0005532080249395221,
+    "baseline_loss": 0.0005426966235972941
   },
   "promoted": true,
-  "prior_version": "v2026-06-26-0175f7b75c9e",
+  "prior_version": "v2026-08-07-61222ecd2db1",
   "failure_reasons": []
 }

weights.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7903dbb33663404ff3b966fec37eb1b804b0bf0fcade22602d24ddc79713c41b
+oid sha256:ecfefe27bf3b6cc1cf69be0cba0a6972a5c2268eba0952433fd25c29e3d0bb1d
 size 305296