Lightning-AI / Lightning-AI/litgpt
Look into adding Dolma pretraining dataset
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enhancement
- Dominant language
- Python
- Stars
- 13.7k
- Forks
- 1.5k
- Avg merge
- 15h 37m
- Merged PRs (30d)
- 1
Description
Worth a look to think about whether we want to add it similar to RedPajama: https://blog.allenai.org/dolma-3-trillion-tokens-open-llm-corpus-9a0ff4b8da64
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
Start by reviewing how RedPajama is added and compare that integration with the Dolma dataset described in the linked announcement. Determine whether Dolma should be supported and define the integration scope before implementation; the issue does not name files, tests, or a completion criterion.
Written by the indexing model from the issue text.
Assessment
- Domain
- data, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100