[Model Request]: Model2Vec models
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- Dominant language
- Python
- Stars
- 3.2k
- Forks
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- Avg merge
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- Merged PRs (30d)
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Description
What happened?
It would be great if Model2Vec models could be supported, e.g. https://huggingface.co/minishlab/potion-base-8M. They include ONNX files and are extremely fast (since the embeddings are static), small, and high performant.
What Python version are you on? e.g. python --version
Python3.10
Version
0.2.7 (Latest)
What os are you seeing the problem on?
No response
Relevant stack traces and/or logs
No response
Contributor guide
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 fastembed's existing model integrations and the linked Model2Vec repository, then inspect the potion-base-8M model's ONNX files on Hugging Face. Determine the integration points and validation needed for Model2Vec models; done means a supported model can be loaded and used through fastembed's embedding API.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- huggingface, python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Quiet
- Clarity
- Mostly clear
- Newbie friendliness
- 50/100