5 Essential Elements For 500+ conversion checkpoints
The script normally takes a pre-properly trained product checkpoint and converts it right into a structure that may be loaded and optimised by TensorRT-LLM.Not all pretrained checkpoints on Hugging Experience have corresponding model card Websites. You are able to continue to download these checkpoints and configs to transform them into a Product Zoo compatible format.
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Eleuther’s ultimate GPT-J checkpoint is usually accessed on Hugging Confront at EleutherAI/gpt-j-6B. Rather than manually getting into the values within the model architecture table into a config file and producing a script to convert their checkpoint, we can easily vehicle-create these with just one command.
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The only big difference when using the checkpoint converter Device’s CLI by using a sharded checkpoint is that the checkpoint path argument ought to issue to the .index.json file instead of the singular .bin file as prior to. The Software can discover each of the corresponding shards, merge them, and transform the design.
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The extended license nonetheless doesn’t enable you to resell the checklist being a standalone electronic merchandise, privately or publicly.
The next command demonstrates utilizing the transformed config and checkpoint for ongoing pretraining:
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Conversions are only often achievable as other repositories are much less general than our Design Zoo implementations (e.g., numerous Hugging Face NLP design implementations assistance confined forms of positional embeddings, although Product Zoo contains an expanded range). This is why, we advise that you choose to run config conversion right before instruction the product if you intend to change a Model Zoo model to a different repository Anytime.
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