LAION-AI / LAION-AI/CLIP_benchmark
make zero shot classifier building fast by batching
Open
Nobody has claimed this yet.
UX
- Dominant language
- Python
- Stars
- 814
- Forks
- 103
- PR merge metrics
- No merged PRs in 30d
Description
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 with clip_benchmark/metrics/zeroshot_classification.py at line 44 and inspect how the zero-shot classifier is built. Run the relevant CLIP benchmark workflow before and after the change; done means classifier construction uses batching and completes faster without changing evaluation behavior.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning, performance
- Issue type
- Refactor
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 42/100