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@@ -87,7 +87,7 @@ To use any of the models, you need to install the required dependencies, such as
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  pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
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  pip install transformers
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  ```
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- Here’s a quick example of how to load and use a model:
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  ```python
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  from transformers import AutoModel, AutoTokenizer
@@ -95,14 +95,6 @@ from transformers import AutoModel, AutoTokenizer
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  # Load the model
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  model_name = "fondress/PDeepPP_ACE"
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  model = AutoModel.from_pretrained(model_name, trust_remote_code=True)
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-
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- # Example input
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- protein_sequence = "VELYP"
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- # Preprocess the sequence (refer to specific model documentation for preprocessing steps)
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-
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- # Forward pass
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- outputs = model(input_ids=processed_input)
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- logits = outputs.logits
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  ```
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  ## Training and Customization
 
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  pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
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  pip install transformers
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  ```
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+ Here’s a quick example of how to load a model:
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  ```python
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  from transformers import AutoModel, AutoTokenizer
 
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  # Load the model
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  model_name = "fondress/PDeepPP_ACE"
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  model = AutoModel.from_pretrained(model_name, trust_remote_code=True)
 
 
 
 
 
 
 
 
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  ```
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  ## Training and Customization