Update README.md

README.md

@@ -30,9 +30,9 @@ We use the **PixelBytes-Pokemon** dataset, available on Hugging Face: [PixelByte
 
 ## Models Trained
 
-- **8 LSTM Models**: Bidirectional + 1, 2, 3 layers (including p_embed + bi-2 layers)
-- **6 Mamba Models**: Bidirectional + 1, 2, 3 layers
-- **3 Transformer Models**: 1, 2, 3 layers
+- **10 LSTM Models**: (Uni-Bi)directional + 1, 2, 3 layers (including special config : p_embed + 3xhidden_state + 3xembedding_dim)
+- **3 Mamba Models**: Bidirectional + 1, 2 layers, Unidirectional + 2 layers
+- **2 Transformer Models**: 1, 2 layers
 
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