linkedin / linkedin/Liger-Kernel
PreferenceBase with Softcapping?
Open
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 6.6k
- Forks
- 603
- Avg merge
- 1d 20h
- Merged PRs (30d)
- 47
Description
### 🚀 The feature, motivation and pitch
There's softcapping in the FusedLinearCrossEntropy; it would be nice to have this natively for PreferenceBase too.
### Alternatives
_No response_
### Additional context
_No response_
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
Locate PreferenceBase and FusedLinearCrossEntropy in the Python code and read how softcapping is currently handled in the latter. Determine the intended PreferenceBase API and behavior from the surrounding implementation; the work is complete when PreferenceBase supports softcapping natively with corresponding verification in the existing test suite.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 30/100