JupyterLab vs. StarCoder Comparison


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About Project Jupyter exists to develop open-source software, open-standards, and services for interactive computing across dozens of programming languages. JupyterLab is a web-based interactive development environment for Jupyter notebooks, code, and data. JupyterLab is flexible, configure and arrange the user interface to support a wide range of workflows in data science, scientific computing, and machine learning. JupyterLab is extensible and modular, write plugins that add new components and integrate with existing ones. The Jupyter Notebook is an open-source web application that allows you to create and share documents that contain live code, equations, visualizations and narrative text. Uses include, data cleaning and transformation, numerical simulation, statistical modeling, data visualization, machine learning, and much more. Jupyter supports over 40 programming languages, including Python, R, Julia, and Scala.	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 searching for a solution to develop open-source software, open-standards, and services for interactive computing	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 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 Jupyter Founded: 2014 jupyter.org	Company Information BigCode Founded: 2023 huggingface.co/blog/starcoder
Alternatives Runpod	Alternatives CodeGemma Google
JetBrains DataSpell JetBrains	CodeQwen Alibaba
QuantRocket	DeepSeek Coder DeepSeek
Jupyter Notebook Project Jupyter	DeepSeek-Coder-V2 DeepSeek
JupyterHub View All	Mercury Coder Inception Labs View All
Categories AI IDEs Supported IDE 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 AWS Marketplace Supported Azure Marketplace Supported C++ Supported ChatGPT Not Supported Domino Enterprise AI Platform Supported GitHub Not Supported Google Cloud Deep Learning VM Image Supported HTML Supported Intel Open Edge Platform Supported Intel Tiber AI Cloud Supported Julia Supported Kubernetes Supported OAuth Supported OpenAI Not Supported R Supported Tabby Not Supported Taylor AI Not Supported UbiOps Supported esDynamic Supported Show More Integrations View All 38 Integrations	Integrations Python Supported AWS Marketplace Not Supported Azure Marketplace Not Supported C++ Not Supported ChatGPT Supported Domino Enterprise AI Platform Not Supported GitHub Supported Google Cloud Deep Learning VM Image Not Supported HTML Not Supported Intel Open Edge Platform Not Supported Intel Tiber AI Cloud Not Supported Julia Not Supported Kubernetes Not Supported OAuth Not Supported OpenAI Supported R Not Supported Tabby Supported Taylor AI Supported UbiOps Not Supported esDynamic Not Supported Show More Integrations View All 10 Integrations
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