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@@ -26,6 +26,15 @@ using a `80/20` train/test split. This model was trained with class weighting du
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  of the RNA binding site dataset (fewer binding sites than non-binding sites). You can train your own version
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  using [this notebook](https://huggingface.co/AmelieSchreiber/esm2_t6_8M_weighted_lora_rna_binding/blob/main/LoRA_binding_sites_no_sweeps_v2.ipynb)!
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  You just need the RNA `binding_sites.xml` file [found here](https://huggingface.co/datasets/AmelieSchreiber/data_of_protein-rna_binding_sites).
 
 
 
 
 
 
 
 
 
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  A similar model can also be trained using the Github with a training script and conda env YAML, which can be
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  [found here](https://github.com/Amelie-Schreiber/esm2_LoRA_binding_sites/tree/main). This version uses wandb sweeps for hyperparameter search.
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  However, it does not use class weighting.
 
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  of the RNA binding site dataset (fewer binding sites than non-binding sites). You can train your own version
27
  using [this notebook](https://huggingface.co/AmelieSchreiber/esm2_t6_8M_weighted_lora_rna_binding/blob/main/LoRA_binding_sites_no_sweeps_v2.ipynb)!
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  You just need the RNA `binding_sites.xml` file [found here](https://huggingface.co/datasets/AmelieSchreiber/data_of_protein-rna_binding_sites).
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+ You may also need to run some `pip install` statements at the beginning of the script:
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+
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+ ```python
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+ !pip install transformers[torch] datasets peft -q
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+ ```
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+ ```python
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+ !pip install accelerate -U -q
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+ ```
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+
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  A similar model can also be trained using the Github with a training script and conda env YAML, which can be
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  [found here](https://github.com/Amelie-Schreiber/esm2_LoRA_binding_sites/tree/main). This version uses wandb sweeps for hyperparameter search.
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  However, it does not use class weighting.