Importing a ModelKit from Hugging Face

You can automatically generate a ModelKit from a Hugging Face repository using the kit import command. This speeds and simplifies the job of getting started with ModelKits.

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To customize the editor used for editing the Kitfile during import, set the EDITOR environment variable

You can read more about the import command in our CLI reference.

Importing a Hugging Face repository

1. Get the HF URL: On the Hugging Face site, copy the URL from the repository you want to create a ModelKit from (e.g., https://huggingface.co/HuggingFaceTB/SmolLM-135M-Instruct). You can also customize the name or add a tag name if desired.

2. Kit import: In a terminal window running Kit version 1.0.0 at least, type kit import https://huggingface.co/HuggingFaceTB/SmolLM-135M-Instruct. This will download and build a Kitfile based on the Hugging Face model and give you an opportunity to edit it before the ModelKit is packed.

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If you have a Huggingface Access Token you can specify it using the --token flag for kit import.

3. Auto-generate the ModelKit: Once the Kitfile is accepted a ModelKit will be built and saved to your local registry using the name you selected. If you didn't specify a tag name the ModelKit will be tagged latest.

4. Admire your new ModelKit: Typing kit list will show you the list of ModelKits on your system and you'll see the newly imported tag (e.g., HuggingFaceTB/SmolLM-135M-Instruct:latest).

That's it! So easy! Now go out there and start sharing your favourite Hugging Face models through your OCI registry!