michaelfeil / michaelfeil/infinity
Please support ImageBind
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- Dominant language
- Python
- Stars
- 2.9k
- Forks
- 206
- PR merge metrics
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Description
### Feature request
Please support this embedding model (it doesn't use the transformers library)
HF link: https://huggingface.co/nielsr/imagebind-huge
Repo: https://github.com/facebookresearch/ImageBind
### Motivation
Having different embedding models for different modalities (image, text, audio, etc), is limiting!
### Your contribution
Not sure, I can propose a PR I guess - but I'd like your input before I go ahead
Contributor guide
No contributing guide indexed for this repository
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reviewing the Hugging Face ImageBind model and the linked ImageBind repository, then determine where Infinity's embedding-model integration begins. Confirm the required modality support and serving behavior before proposing a change; done means ImageBind is supported without relying on the transformers library.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100