DeepSeek-Coder-V2 vs. StarCoder Comparison


DeepSeek-Coder-V2 DeepSeek	StarCoder BigCode	+	+
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About DeepSeek-Coder-V2 is an open source code language model designed to excel in programming and mathematical reasoning tasks. It features a Mixture-of-Experts (MoE) architecture with 236 billion total parameters and 21 billion activated parameters per token, enabling efficient processing and high performance. The model was trained on an extensive dataset of 6 trillion tokens, enhancing its capabilities in code generation and mathematical problem-solving. DeepSeek-Coder-V2 supports over 300 programming languages and has demonstrated superior performance on benchmarks such surpassing other models. It is available in multiple variants, including DeepSeek-Coder-V2-Instruct, optimized for instruction-based tasks; DeepSeek-Coder-V2-Base, suitable for general text generation; and lightweight versions like DeepSeek-Coder-V2-Lite-Base and DeepSeek-Coder-V2-Lite-Instruct, designed for environments with limited computational resources.	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 Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not 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 Developers seeking a high-performance, open-source model for advanced code generation and mathematical reasoning tasks	Audience Developers interested in an LLM for code generation
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not 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 Supported In Person Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information DeepSeek Founded: 2023 China www.deepseek.com	Company Information BigCode Founded: 2023 huggingface.co/blog/starcoder
Alternatives DeepCoder Agentica Project	Alternatives CodeGemma Google
DeepSWE Agentica Project	CodeQwen Alibaba
DeepSeek Coder DeepSeek	DeepSeek Coder DeepSeek
DeepSeekMath DeepSeek	DeepSeek-Coder-V2 DeepSeek
StarCoder BigCode View All	Mercury Coder Inception Labs View All
Categories AI Code Generators Supported AI Coding Models Supported AI 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 Python Supported C# Supported C++ Supported Clojure Supported CodeQwen Not Supported Elixir Supported F# Supported Go Supported HTML Supported JavaScript Supported Kotlin Supported LM Studio Not Supported OpenAI Not Supported Ruby Supported Scala Supported Tabby Not Supported Taylor AI Not Supported TypeScript Supported Visual Basic Supported Visual Studio Code Not Supported Show More Integrations View All 22 Integrations	Integrations Python Supported C# Not Supported C++ Not Supported Clojure Not Supported CodeQwen Supported Elixir Not Supported F# Not Supported Go Not Supported HTML Not Supported JavaScript Not Supported Kotlin Not Supported LM Studio Supported OpenAI Supported Ruby Not Supported Scala Not Supported Tabby Supported Taylor AI Supported TypeScript Not Supported Visual Basic Not Supported Visual Studio Code Supported Show More Integrations View All 10 Integrations
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