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@@ -79,7 +79,15 @@ Once the environment is activated, install the necessary packages.
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  #### **Install CUDA-enabled PyTorch**
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- While inference runs efficiently on CPU, you may require a GPU for training downstream tasks. Follow the instructions below to install CUDA-enabled PyTorch. Be sure to adjust the `pytorch-cuda` version according to your system's specifications.
 
 
 
 
 
 
 
 
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  ```bash
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  conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch -c nvidia
 
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  #### **Install CUDA-enabled PyTorch**
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+ Although inference can run efficiently on a CPU, you may need a GPU for training more resource-intensive downstream tasks. Visit [this page](https://pytorch.org/get-started/locally/) and select the appropriate options based on your system's specifications. The website will generate a tailored installation command.
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+ For instance, on an NVIDIA system, use a command like the following with the appropriate CUDA version for your system:
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+ ```bash
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+ conda install pytorch pytorch-cuda=12.1 -c pytorch -c nvidia
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+ ```
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+ This command installs PyTorch with CUDA support for GPU-accelerated training. Ensure that the specified CUDA version is compatible with your system, adjusting it if necessary.
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  ```bash
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  conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch -c nvidia