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README.md

@@ -15,21 +15,22 @@ license: mit
 ## Model Details
 
 - **Architecture**: iTransformer with RevIN (427,641 parameters)
-- **Input**: 60 days × 83 features (OHLCV technicals + macro)
+- **Input**: 60 days x 83 features (OHLCV technicals + macro)
 - **Output**: 60-day forward return forecast
-- **Training**: 208,881 samples, walk-forward validation (70/15/15)
+- **Training**: 208,970 samples, walk-forward validation (70/15/15)
 - **Loss**: HuberLoss(delta=0.02)
 
 ## Test Metrics
 
 | Horizon | Directional Accuracy |
 |---------|---------------------|
-| 7-day   | 59.7% |
-| 14-day  | 62.5% |
-| 30-day  | 68.9% |
-| 60-day  | 71.1% |
+| 7-day   | 65.1% |
+| 14-day  | 69.5% |
+| 30-day  | 72.4% |
+| 60-day  | 74.5% |
 
 ## Usage
+
 ```python
 import onnxruntime as ort
 import numpy as np