Update model card - stock

README.md

@@ -55,14 +55,16 @@ Prediction Heads: 8 ensemble heads
 ```
 ## Available Models
 
-### 1. MeridianAlgo Stocks Model
-- Repo ID: MeridianAlgo/MeridianAlgo_Stocks
+### 1. Meridian.AI Stocks Model
+- Repo ID: MeridianAlgo/ARA.AI
+- File: models/Meridian.AI_Stocks.pt
 - Purpose: Comprehensive stock market forecasting.
 - Coverage: Broad equity market compatibility.
 - Accuracy: Optimized for directional consistency.
 
-### 2. MeridianAlgo Forex Model
-- Repo ID: MeridianAlgo/MeridianAlgo_Forex
+### 2. Meridian.AI Forex Model
+- Repo ID: MeridianAlgo/ARA.AI
+- File: models/Meridian.AI_Forex.pt
 - Purpose: High-precision currency pair forecasting.
 - Coverage: Major, Minor, and Exotic pairs.
 - Accuracy: Optimized for pip-based movement prediction.
@@ -92,8 +94,8 @@ from meridianalgo.unified_ml import UnifiedStockML
 
 # Download the unified stocks model
 model_path = hf_hub_download(
-    repo_id="MeridianAlgo/MeridianAlgo_Stocks",
-    filename="models/unified_stock_model.pt"
+    repo_id="MeridianAlgo/ARA.AI",
+    filename="models/Meridian.AI_Stocks.pt"
 )
 
 # Initialize the system