StarCoder

StarCoder

BigCode
Vicuna

Vicuna

lmsys.org
+
+

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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.

About

Vicuna-13B is an open-source chatbot trained by fine-tuning LLaMA on user-shared conversations collected from ShareGPT. Preliminary evaluation using GPT-4 as a judge shows Vicuna-13B achieves more than 90%* quality of OpenAI ChatGPT and Google Bard while outperforming other models like LLaMA and Stanford Alpaca in more than 90%* of cases. The cost of training Vicuna-13B is around $300. The code and weights, along with an online demo, are publicly available for non-commercial use.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Developers interested in an LLM for code generation

Audience

Developers interested in an open source and powerful large language model

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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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
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

BigCode
Founded: 2023
huggingface.co/blog/starcoder

Company Information

lmsys.org
Founded: 2023
lmsys.org

Alternatives

CodeGemma

CodeGemma

Google

Alternatives

Alpaca

Alpaca

Stanford Center for Research on Foundation Models (CRFM)
CodeQwen

CodeQwen

Alibaba
Falcon-40B

Falcon-40B

Technology Innovation Institute (TII)
DeepSeek Coder

DeepSeek Coder

DeepSeek
Ferret

Ferret

Apple
Tabby

Tabby

Tabby ML
StableVicuna

StableVicuna

Stability AI
Llama 2

Llama 2

Meta

Categories

Categories

Integrations

LM Studio
AI Collective
ChatGPT
CodeQwen
Git
GitHub
OpenAI
Prem AI
Python
Tabby
Taylor AI
Visual Studio Code
WebLLM

Integrations

LM Studio
AI Collective
ChatGPT
CodeQwen
Git
GitHub
OpenAI
Prem AI
Python
Tabby
Taylor AI
Visual Studio Code
WebLLM
Claim StarCoder and update features and information
Claim StarCoder and update features and information
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