aigc-apps / aigc-apps/VideoX-Fun

如何开启 Sequence Parallel 训练

Open
#408 1 comment 0 reactions 0 assignees View on GitHub

Nobody has claimed this yet.

Dominant language
Python
Stars
2.3k
Forks
188
Avg merge
2d 22h
Merged PRs (30d)
3

Description

对于 14B 的模型如果分辨率较大,序列长度较长,单存 FSDP 训练还是会现存不够,怎么开启 Sequence Parallel ,或者其他节省现存的方式训练?

Contributor guide

No contributing guide indexed for this repository

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.

Research direction

No file, test, or entry point is named. Start by locating the FSDP training configuration and checking whether Sequence Parallel is supported for long sequences and high-resolution 14B training. Done means documenting a verified setup or clearly supported alternatives for reducing memory use.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning, performance
Issue type
Documentation
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.