Lightning-AI / Lightning-AI/litgpt
OpenCoder Series
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 13.7k
- Forks
- 1.5k
- Avg merge
- 15h 37m
- Merged PRs (30d)
- 1
Description
OpenCoder is an open and reproducible code LLM family which includes 1.5B and 8B base and chat models, supporting both English and Chinese languages. Starting from scratch, OpenCoder is trained on 2.5 trillion tokens composed of 90% raw code and 10% code-related web data, reaching the performance of top-tier code LLMs. We provide not only model weights and inference code, but also the reproducible training data, the complete data processing pipeline, rigorous experimental ablation results, and detailed training protocols. Empowering researchers to build and innovate, OpenCoder is your open foundation for advancing code AI.
State of the art code LLM that beats Qwen2.5-Coder of equivalent size.
https://opencoder-llm.github.io/
https://arxiv.org/pdf/2411.04905
https://huggingface.co/infly/OpenCoder-1.5B
https://huggingface.co/infly/OpenCoder-1.5B-Instruct
https://huggingface.co/infly/OpenCoder-8B
https://huggingface.co/infly/OpenCoder-8B-Instruct
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
Read the OpenCoder project page, paper, and Hugging Face model links first to understand the proposed model family. The issue does not name repository files, tests, an entry point, or acceptance criteria, so the intended integration and definition of done need to be clarified before implementation.
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
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 15/100