Disaggregated Prefill & Decode serving optimizations
Open
Nobody has claimed this yet.
Investigating
Performance
roadmap
triaged
- Dominant language
- Python
- Stars
- 14.7k
- Forks
- 2.8k
- Avg merge
- 2d 23h
- Merged PRs (30d)
- 489
Description
Disaggregated Prefill & Decode serving
- [Done] MPI/UCX backend integration
- [Ongoing] NIXL Integration
- Performance tuning
- Best practice guide
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
No files, tests, or entry points are named. Review the NIXL integration and performance-tuning work described in the issue, then determine the serving benchmarks and documentation needed; done would include completing the remaining integration, tuning the disaggregated prefill/decode path, and publishing the best-practice guide.
Written by the indexing model from the issue text.
Assessment
- Domain
- backend, distributed-systems, performance
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100