modelscope / modelscope/ms-swift

使用gkd On-Policy Distillation时,可以packing数据吗?

Open
#7,970 1 comment 0 reactions 0 assignees View on GitHub

Nobody has claimed this yet.

question stale
Dominant language
Python
Stars
15.7k
Forks
1.7k
Avg merge
1d 16h
Merged PRs (30d)
136

Description

Checklist / 检查清单
  • I have searched existing issues, and this is a new question or discussion topic. / 我已经搜索过现有的 issues,确认这是一个新的问题与讨论。
Question Description / 问题描述

我想实验On-Policy Distillation,不知道是否可以对数据集进行packing?packing是否对rollout有影响?

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.

Research direction

Start by reading the GKD On-Policy Distillation implementation and the handling of dataset packing and rollout. Check whether packed data is supported and whether it changes rollout behavior. Done means documenting the supported behavior and any relevant constraints.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Documentation
Difficulty
4/5
Estimated time
3-5 days
Activity status
Quiet
Clarity
Needs clarification
Newbie friendliness
35/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.