Code Llama vs. StarCoder Comparison


Code Llama Meta	StarCoder BigCode	+	+
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About Code Llama is a large language model (LLM) that can use text prompts to generate code. Code Llama is state-of-the-art for publicly available LLMs on code tasks, and has the potential to make workflows faster and more efficient for current developers and lower the barrier to entry for people who are learning to code. Code Llama has the potential to be used as a productivity and educational tool to help programmers write more robust, well-documented software. Code Llama is a state-of-the-art LLM capable of generating code, and natural language about code, from both code and natural language prompts. Code Llama is free for research and commercial use. Code Llama is built on top of Llama 2 and is available in three models: Code Llama, the foundational code model; Codel Llama - Python specialized for Python; and Code Llama - Instruct, which is fine-tuned for understanding natural language instructions.	About 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.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Users interested in a powerful, free, open source large language model for coding	Audience Developers interested in an LLM for code generation
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Open source Free Version Supported Free Trial Not Supported	Pricing Free Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Meta Founded: 2004 United States ai.meta.com/blog/code-llama-large-language-model-coding/	Company Information BigCode Founded: 2023 huggingface.co/blog/starcoder
Alternatives GitHub Copilot GitHub	Alternatives CodeGemma Google
CodeGemma Google	CodeQwen Alibaba
CodeQwen Alibaba	DeepSeek Coder DeepSeek
Llama 2 Meta	DeepSeek-Coder-V2 DeepSeek
Llama 3 Meta View All	Mercury Coder Inception Labs View All
Categories AI Code Generators Supported AI Code Refactoring Supported AI Coding Assistants Supported AI Coding Models Supported AI Models Supported Large Language Models Supported Small Language Models Supported	Categories AI Code Generators Supported AI Coding Assistants Supported AI Coding Models Supported AI Copilots Supported AI Models Supported AI Tools Supported Large Language Models Supported

Integrations CodeQwen Supported Tabby Supported 1min.AI Supported BLACKBOX AI Supported Deep Infra Supported Git Not Supported GitHub Not Supported IONOS Cloud AI Model Hub Supported Llama Supported Llama 2 Supported Llama 3 Supported Llama 3.1 Supported Llama 3.2 Supported Meta AI Supported Ollama Supported OpenAI Not Supported Pipeshift Supported Prefactor Supported Python Not Supported Visual Studio Code Not Supported Show More Integrations View All 16 Integrations	Integrations CodeQwen Supported Tabby Supported 1min.AI Not Supported BLACKBOX AI Not Supported Deep Infra Not Supported Git Supported GitHub Supported IONOS Cloud AI Model Hub Not Supported Llama Not Supported Llama 2 Not Supported Llama 3 Not Supported Llama 3.1 Not Supported Llama 3.2 Not Supported Meta AI Not Supported Ollama Not Supported OpenAI Supported Pipeshift Not Supported Prefactor Not Supported Python Supported Visual Studio Code Supported Show More Integrations View All 10 Integrations
Claim Code Llama and update features and information Claim Code Llama and update features and information	Claim StarCoder and update features and information Claim StarCoder and update features and information