Upload Adapter

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Compatible PEFT adapters can be uploaded for use with Predibase inference.

Adapters must include the following:

• an adapter_config.json file
• at least one of adapter_model.safetensors or adapter_model.bin

Only these required files will be uploaded. All other files in the directory are ignored.

pb.adapters.upload

pb.adapters.upload

     Uploads an existing adapter into Predibase

Parameters:

       local_dir: str
       Directory containing the adapter files

       repo: str
       The Predibase adapter repo to upload to

       base_model: str
       The base model that the adapter was fine-tuned from. Will be used to match adapters to the appropriate deployments.

Returns:

       Adapter

Example:

pb.adapters.upload("/my/local/adapter/", "myrepo", "llama-3-8b")