deepspeedai / deepspeedai/DeepSpeed
Request for Mixtral 8X7B inference with DP+EP+TP
Open
Nobody has claimed this yet.
enhancement
- Dominant language
- Python
- Stars
- 43.1k
- Forks
- 5k
- Avg merge
- 4d 15h
- Merged PRs (30d)
- 112
Description
I want to use the mixtral 8X7B model for inference, but currently it only supports autoTP. How to add more support to enable it to use more parallelism (e.g. EP, DP)
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 file, test, or entry point is identified. Start by reviewing the existing Mixtral 8X7B inference support and its autoTP path, then determine the requirements for data, expert, and tensor parallelism. Done means the requested parallelism modes are supported and verified for Mixtral inference.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- distributed-systems, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100