CodeGemma vs. StarCoder Comparison


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About CodeGemma is a collection of powerful, lightweight models that can perform a variety of coding tasks like fill-in-the-middle code completion, code generation, natural language understanding, mathematical reasoning, and instruction following. CodeGemma has 3 model variants, a 7B pre-trained variant that specializes in code completion and generation from code prefixes and/or suffixes, a 7B instruction-tuned variant for natural language-to-code chat and instruction following; and a state-of-the-art 2B pre-trained variant that provides up to 2x faster code completion. Complete lines, and functions, and even generate entire blocks of code, whether you're working locally or using Google Cloud resources. Trained on 500 billion tokens of primarily English language data from web documents, mathematics, and code, CodeGemma models generate code that's not only more syntactically correct but also semantically meaningful, reducing errors and debugging time.	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 Individuals wanting a solution to generate code and optimize their coding tasks	Audience Developers interested in an LLM for code generation
Support Phone Support Not 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 Not 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 Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Google United States ai.google.dev/gemma/docs/codegemma	Company Information BigCode Founded: 2023 huggingface.co/blog/starcoder
Alternatives Codestral Mamba Mistral AI	Alternatives CodeGemma Google
Granite Code IBM	CodeQwen Alibaba
MedGemma Google DeepMind	DeepSeek Coder DeepSeek
Code Llama Meta	DeepSeek-Coder-V2 DeepSeek
Gemma 2 Google View All	Mercury Coder Inception Labs View All
Categories 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 Python Supported C Supported C# Supported CSS Supported Clojure Supported CodeQwen Not Supported F# Supported GaiaNet Supported Git Not Supported GitHub Not Supported Google Cloud Platform Supported HTML Supported Java Supported Kaggle Supported OpenAI Not Supported R Supported SQL Supported Scala Supported Taylor AI Not Supported TypeScript Supported Show More Integrations View All 23 Integrations	Integrations Python Supported C Not Supported C# Not Supported CSS Not Supported Clojure Not Supported CodeQwen Supported F# Not Supported GaiaNet Not Supported Git Supported GitHub Supported Google Cloud Platform Not Supported HTML Not Supported Java Not Supported Kaggle Not Supported OpenAI Supported R Not Supported SQL Not Supported Scala Not Supported Taylor AI Supported TypeScript Not Supported Show More Integrations View All 10 Integrations
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