Audience

Developers interested in an LLM for code generation

About StarCoder

StarCoder and StarCoderBase are Large Language Models for Code (Code LLMs) trained on permissively licensed data from GitHub, including from 80+ programming languages, Git commits, GitHub issues, and Jupyter notebooks. Similar to LLaMA, we trained a ~15B parameter model for 1 trillion tokens. We fine-tuned StarCoderBase model for 35B Python tokens, resulting in a new model that we call StarCoder.

We found that StarCoderBase outperforms existing open Code LLMs on popular programming benchmarks and matches or surpasses closed models such as code-cushman-001 from OpenAI (the original Codex model that powered early versions of GitHub Copilot). With a context length of over 8,000 tokens, the StarCoder models can process more input than any other open LLM, enabling a wide range of interesting applications. For example, by prompting the StarCoder models with a series of dialogues, we enabled them to act as a technical assistant.

Pricing

Starting Price:
Free
Free Version:
Free Version available.

Integrations

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Company Information

BigCode
Founded: 2023
huggingface.co/blog/starcoder

Videos and Screen Captures

StarCoder Screenshot 1
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Product Details

Platforms Supported
Windows
Mac
Linux
On-Premises
Training
Documentation

StarCoder Frequently Asked Questions

Q: What kinds of users and organization types does StarCoder work with?
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StarCoder Product Features

StarCoder Additional Categories