Lightning-AI / Lightning-AI/litgpt
Support for SSM models (Mamba, Mamba2)
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enhancement
- Dominant language
- Python
- Stars
- 13.7k
- Forks
- 1.5k
- Avg merge
- 15h 37m
- Merged PRs (30d)
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Description
Hi,
Was wondering if adding support for SSM models (Mamba, Mamba2) would be something you'd consider having in litgpt?
https://arxiv.org/abs/2405.21060
Thanks!
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 repository files, tests, or entry points. Start by surveying existing model implementations and the linked Mamba2 paper, then determine the required integration points, test coverage, and acceptance criteria for supporting Mamba and Mamba2.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- ai, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Quiet
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100