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@@ -47,16 +47,5 @@ This model is intended for research and academic purposes, especially for:
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  - Contextual language modeling
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  - Comparison between xLSTM-based models and Transformer-based models
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- ## Files
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-
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- Recommended repository files:
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-
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- - `checkpoint.pt` or `pytorch_model.bin`: trained model checkpoint
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- - `model.py`: Bi-xLSTM[7:1] model architecture
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- - `config.json`: model configuration
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- - `label2id.json`: label-to-index mapping
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- - `id2label.json`: index-to-label mapping
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- - `requirements.txt`: required Python libraries
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- - `inference_example.py`: example inference script
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  - Contextual language modeling
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  - Comparison between xLSTM-based models and Transformer-based models
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