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What is Tabby?

Tabby serves as a self-hosted, open-source AI coding assistant designed to enhance your development process through features like intelligent code completion, real-time suggestions, and seamless integration with your chosen integrated development environment (IDE). By deploying Tabby on your own servers, you gain the benefits of enhanced security and greater control over your codebase. It is designed to work with popular large language models (LLMs) such as CodeLlama, StarCoder, and CodeGen, which enables it to tailor its assistance to fit your individual coding style while providing accurate and context-aware support. No matter if you’re working independently or as part of a team, Tabby efficiently simplifies your coding tasks, reduces the likelihood of errors, and accelerates project delivery times. Its intuitive interface and customizable features distinguish Tabby as a vital resource for developers seeking to elevate their coding productivity. Overall, Tabby not only enhances coding efficiency but also fosters a more enjoyable and streamlined development experience.

What is StarCoder?

StarCoder and StarCoderBase are sophisticated Large Language Models crafted for coding tasks, built from freely available data sourced from GitHub, which includes an extensive array of over 80 programming languages, along with Git commits, GitHub issues, and Jupyter notebooks. Similarly to LLaMA, these models were developed with around 15 billion parameters trained on an astonishing 1 trillion tokens. Additionally, StarCoderBase was specifically optimized with 35 billion Python tokens, culminating in the evolution of what we now recognize as StarCoder. Our assessments revealed that StarCoderBase outperforms other open-source Code LLMs when evaluated against well-known programming benchmarks, matching or even exceeding the performance of proprietary models like OpenAI's code-cushman-001 and the original Codex, which was instrumental in the early development of GitHub Copilot. With a remarkable context length surpassing 8,000 tokens, the StarCoder models can manage more data than any other open LLM available, thus unlocking a plethora of possibilities for innovative applications. This adaptability is further showcased by our ability to engage with the StarCoder models through a series of interactive dialogues, effectively transforming them into versatile technical aides capable of assisting with a wide range of programming challenges. Furthermore, this interactive capability enhances user experience, making it easier for developers to obtain immediate support and insights on complex coding issues.

Media

Media

Integrations Supported

GitHub
Visual Studio Code
Code Llama
CodeGen
Docker
Juspay
StarCoder
Velozity

Integrations Supported

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

API Availability

API Availability

Pricing Information

Free
Open source
Free Version

Pricing Information

Free
Free Version

Supported Platforms

Windows
Mac
On-Prem
Linux

Supported Platforms

Windows
Mac
On-Prem
Linux

Customer Service / Support

Web-Based Support

Customer Service / Support

Not specified

Training Options

Not specified

Training Options

Documentation Hub

Company Facts

Organization Name

Tabby ML

Company Website

www.tabbyml.com

Company Facts

Organization Name

BigCode

Date Founded

2023

Company Website

huggingface.co/blog/starcoder

Categories and Features

AI Code Refactoring

Not specified

AI Coding Assistants

Not specified

Categories and Features

AI Code Generators

Not specified

AI Coding Assistants

Not specified

AI Coding Models

Not specified

AI Copilots

Not specified

AI Models

Not specified

AI Tools

Not specified

Large Language Models

Not specified

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