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  - secondary structure prediction
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  ---
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- # ESM-2 () for Token Classification
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  ## Using the Model
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  - secondary structure prediction
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  ---
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+ # ESM-2 (`esm2_t6_8M_UR50D`) for Token Classification
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+ This is a fine-tunes version of [esm2_t6_8M_UR50D](https://huggingface.co/facebook/esm2_t6_8M_UR50D) trained on the token classification task
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+ to classify amino acids in protein sequences into one of three categories `0: other`, `1: alpha helix`, `2: beta strand`. It was trained with
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+ [this notebook](https://colab.research.google.com/github/huggingface/notebooks/blob/main/examples/protein_language_modeling.ipynb) and achieves
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+ 78.13824286786025 % accuracy.
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  ## Using the Model
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