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Modalities currently supports two separate ways to convert Modalities checkpoints such that they can be used with HuggingFace:
- Conversion to an HF Adapter
- Conversion to an HF Checkpoint
Recent PRs include e.g. #285, #306 for 1) and #305 for 2)
There are a few issues that need to be resolved:
- We need to decide whether we want to continue supporting both 1) and 2). Maybe 1) is enough?
- The term "conversion" is used for both 1) and 2). We should perhaps rename everything regarding 2)
- Regarding 2) - if we decide to keep it - some refactoring is needed. The directories in
src/modalities/models
should be moved elsewhere. There is also code insrc/modalities/checkpointing
and a modalities CLI endpoint. - Regarding 1), we should implement a modalities CLI endpoint.
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