modelscope / modelscope/ms-swift
使用gkd On-Policy Distillation时,可以packing数据吗?
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- 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?
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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
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.
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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