precision issues in M1
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- Dominant language
- Python
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Description
during my own testing and people's feedbacks it seems that some kernels on M1 has precision issues in RoPE. Likely due to sin/cos.
Contributor guide
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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
No file or test is named; begin by reading linked issue #27 and reproducing the reported precision problem on M1. Trace the affected RoPE sin/cos calculations and identify which kernel or kernels are involved. Done means the affected precision behavior is corrected and the reproduction check passes.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 30/100