mudler / mudler/LocalAI

Support DeepSpeed FastGen

Open
#1,538 2 comments 0 reactions 1 assignee View on GitHub

@mudler is already working on this.

Since Jan 3, 2024.

area/ai-model area/backends enhancement roadmap
Dominant language
Go
Stars
49.2k
Forks
4.5k
Avg merge
1d 3m
Merged PRs (30d)
239

Description

Is your feature request related to a problem? Please describe.

No.

Describe the solution you'd like

DeepSpeed FastGen is an inference framework developed by MicroSoft. They claim that it's two times faster than vllm. https://github.com/microsoft/DeepSpeed/tree/master/blogs/deepspeed-fastgen

Describe alternatives you've considered

No.

Additional context

I haven't tested FastGen, just attracted by their blog. I searched in this repo, seems no one mentioned this framework yet, so I'd like to bring it to the attention of community.

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.