Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4.1, MiniMax-H3, Gemma 4, FLUX and more.
⚡ Executive Summary & Quick Facts
Authoritative Sourceunsloth is unsloth is an open-source project written in Python: Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.. It provides a free, self-hosted open-source alternative to OpenAI API & ChatGPT.
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), unslothai/unsloth has accumulated 79,372 GitHub stars and 7,394 forks. It is written in Python, licensed under Apache-2.0, and ranks #150 globally. It is actively maintained with the latest commit recorded on Nov 12, 2026.”
| Repository | unslothai/unsloth ↗ |
|---|---|
| Primary Category | agent |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 79.4K stars · ⑂ 7.4K forks · #150 globally |
| Maintenance | ● Active (Last commit: Nov 12, 2026) · 521 open issues |
| Replaces SaaS | Open Source OpenAI API & ChatGPT Alternative (Pay-per-token pricing with zero private data guarantees) → |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 95/100 · Grade A+Yes, unsloth is actively maintained. Continuous telemetry recorded the last code commit on Nov 12, 2026 (0 days ago). Supported by 79,372 stars and 7,394 community forks, this repository holds a calculated health index of 95/100, reflecting very active (commits within last 14 days) and active community feedback (521 open).
Star History
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+2.1K
STARS · LAST 30 DAYS
71
PER DAY
#38
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +759 | +2.1K | +6.4K |
| Per day | 108 | 71 | 71 |
| Forks gained | +99 | +280 | +370 |
unsloth gained 2.1K stars in the last 30 days, about 71 a day, and now has 79.4K. It is about 3 years old and has averaged roughly 26.5K stars a year. It ranks #38 among Python repositories and #150 across all languages on GitHubRepo.
Trending Record
45
DAYS ON TRENDING
#75
BEST RANK
Sep 23, 2026
FIRST APPEARANCE
Active
STATUS TODAY
unsloth has maintained a continuous presence across global trending indexes, peaking at #75. Below is the 30-day activity profile:
💡 Overview
unsloth is an open-source project written in Python: Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent, ai, chatgpt. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install unsloth⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
unsloth coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with unsloth.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install unsloth using your package manager: `pip install unsloth`
Initialize your project workspace or configuration file for unsloth.
Import unsloth into your codebase or invoke it directly from your terminal.
Execute your test suite or run `unsloth --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
unslothai/unsloth is currently ranked #150 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #145 | hoppscotch/hoppscotch | TypeScript | ★ 80.6K | Compare ↗ |
| #146 | pbakaus/impeccable | JavaScript | ★ 80.2K | Compare ↗ |
| #147 | career-ops-hq/career-ops | JavaScript | ★ 80K | Compare ↗ |
| #148 | coder/code-server | TypeScript | ★ 79.7K | Compare ↗ |
| #149 | shareAI-lab/learn-claude-code | Python | ★ 79.6K | Compare ↗ |
| #150 | unslothai/unsloth This Project | Python | ★ 79.4K | |
| #151 | headroomlabs-ai/headroom | Python | ★ 79.3K | Compare ↗ |
| #152 | caddyserver/caddy | Go | ★ 78.7K | Compare ↗ |
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Frequently Asked Questions
What does unsloth do? +
Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4.1, MiniMax-H3, Gemma 4, FLUX and more.
Is unsloth actively maintained in 2026? +
Yes, unsloth is actively maintained. The latest code push was recorded on Nov 12, 2026 (0 days ago). It holds a calculated Maintenance Health Score of 95/100 (A+ rating) with 79,372 stars and 521 open issues.
What language is unsloth written in? +
The primary language is Python. Topics include: agent, ai, chatgpt, deepseek, fine-tuning.
How many stars does unsloth have? +
unsloth has 79,372 stars and 7,394 forks on GitHub.
How does unsloth rank among GitHub repositories? +
With 79,372 stars, unslothai/unsloth is ranked #150 globally across all repositories tracked on GitHubRepo and #38 among Python projects.
What license is unsloth distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
