shenweichen / shenweichen/DeepCTR-Torch
In the MOE method does expert have to learn and can the frozen model be used as an expert?
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question
- Dominant language
- Python
- Stars
- 3.5k
- Forks
- 733
- PR merge metrics
- No merged PRs in 30d
Description
Describe the question(问题描述)
Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts
In the MOE method does expert have to learn and can the frozen model be used as an expert?like gpt3 bert
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
The issue names no files, tests, or entry points. First clarify whether the expected outcome is documentation or an implementation change, then identify the repository's MOE-related entry point; done would require a documented, agreed answer or a clearly scoped change.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- machine-learning
- Issue type
- Documentation
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 15/100