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  # ESM-2 RNA Binding Site LoRA
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- This is a Parameter Efficient Fine Tuning (PEFT) Low Rank Adaptation (LoRA) of
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  the [esm2_t12_35M_UR50D](https://huggingface.co/facebook/esm2_t12_35M_UR50D) model for the (binary) token classification task of
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  predicting RNA binding sites of proteins. The Github with the training script and conda env YAML can be
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  [found here](https://github.com/Amelie-Schreiber/esm2_LoRA_binding_sites/tree/main). You can also find a version of this model
 
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  # ESM-2 RNA Binding Site LoRA
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+ This is a Parameter Efficient Fine Tuning (PEFT) Low Rank Adaptation ([LoRA](https://huggingface.co/docs/peft/task_guides/token-classification-lora)) of
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  the [esm2_t12_35M_UR50D](https://huggingface.co/facebook/esm2_t12_35M_UR50D) model for the (binary) token classification task of
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  predicting RNA binding sites of proteins. The Github with the training script and conda env YAML can be
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  [found here](https://github.com/Amelie-Schreiber/esm2_LoRA_binding_sites/tree/main). You can also find a version of this model