[FEA] IVF-SQ Implementation
Open
Nobody has claimed this yet.
FAISS
feature request
- Dominant language
- Cuda
- Stars
- 1k
- Forks
- 251
- Avg merge
- 1d 8h
- Merged PRs (30d)
- 31
Description
This is going to be needed for the FAISS integration. It provides a good intermediate solution between IVF-Flat and IVF-PQ (and is in between the two in terms of QPS/recall tradeoff.
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
The issue names FAISS integration and positions IVF-SQ between IVF-Flat and IVF-PQ, but it does not identify files, tests, or an entry point. First locate the existing IVF-Flat and IVF-PQ implementations, then determine the required IVF-SQ behavior and integration boundary; done should include a working implementation suitable for FAISS integration.
Written by the indexing model from the issue text.
Assessment
- Domain
- machine-learning, search
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100