Utils for Unsloth https://github.com/unslothai/unsloth
⚡ Executive Summary & Quick Facts
Authoritative Sourceunsloth-zoo is unsloth-zoo is an open-source project written in Python: Utils for Unsloth https://github.com/unslothai/unsloth..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), unslothai/unsloth-zoo has accumulated 345 GitHub stars and 334 forks. It is written in Python, licensed under LGPL-3.0, and ranks #12,429 globally. It is actively maintained with the latest commit recorded on Oct 28, 2026.”
| Repository | unslothai/unsloth-zoo ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | LGPL-3.0 |
| Community Traction | ★ 345 stars · ⑂ 334 forks · #12,429 globally |
| Maintenance | ● Active (Last commit: Oct 28, 2026) · 33 open issues |
| 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: 97/100 · Grade A+Yes, unsloth-zoo is actively maintained. Continuous telemetry recorded the last code commit on Oct 28, 2026 (3 days ago). Supported by 345 stars and 334 community forks, this repository holds a calculated health index of 97/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#1,599
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +2 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +3 | +7 | +17 |
unsloth-zoo gained 10 stars in the last 30 days, about 1 a day, and now has 345. It is about 2 years old and has averaged roughly 173 stars a year. It ranks #1,599 among Python repositories and #12,429 across all languages on GitHubRepo.
Trending Record
23
DAYS ON TRENDING
#3580
BEST RANK
Oct 6, 2026
FIRST APPEARANCE
Active
STATUS TODAY
unsloth-zoo has maintained a continuous presence across global trending indexes, peaking at #3580. Below is the 30-day activity profile:
💡 Overview
unsloth-zoo is an open-source project written in Python: Utils for Unsloth https://github.com/unslothai/unsloth.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. 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-zoo⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
unsloth-zoo 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
Production System Integration
Embed unsloth-zoo into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open LGPL-3.0 license.
🚀 Getting Started
Install unsloth-zoo using your package manager: `pip install unsloth-zoo`
Initialize your project workspace or configuration file for unsloth-zoo.
Import unsloth-zoo into your codebase or invoke it directly from your terminal.
Execute your test suite or run `unsloth-zoo --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-zoo is currently ranked #12,429 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #12,405 | kelos-dev/kelos | Go | ★ 346 | Compare ↗ |
| #12,405 | p697/clawket | TypeScript | ★ 346 | Compare ↗ |
| #12,405 | beany-vu/michi-vz-mono | TypeScript | ★ 346 | Compare ↗ |
| #12,405 | Leonxlnx/tastecode | TypeScript | ★ 346 | Compare ↗ |
| #12,405 | biusberline/cloudflare-turnstile-solver | Python | ★ 346 | Compare ↗ |
| #12,429 | unslothai/unsloth-zoo This Project | Python | ★ 345 | |
| #12,429 | marmolejo/zet | Verilog | ★ 345 | Compare ↗ |
| #12,429 | tomasmcguinness/dotnet-passbook | C# | ★ 345 | Compare ↗ |
| #12,429 | dbuenzli/cmdliner | OCaml | ★ 345 | Compare ↗ |
| #12,429 | kessler/node-bcat | JavaScript | ★ 345 | Compare ↗ |
| #12,429 | veraPDF/veraPDF-library | Java | ★ 345 | Compare ↗ |
Frequently Asked Questions
What does unsloth-zoo do? +
Utils for Unsloth https://github.com/unslothai/unsloth
Is unsloth-zoo actively maintained in 2026? +
Yes, unsloth-zoo is actively maintained. The latest code push was recorded on Oct 28, 2026 (3 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 345 stars and 33 open issues.
What language is unsloth-zoo written in? +
The primary language is Python. Topics include: software.
How many stars does unsloth-zoo have? +
unsloth-zoo has 345 stars and 334 forks on GitHub.
How does unsloth-zoo rank among GitHub repositories? +
With 345 stars, unslothai/unsloth-zoo is ranked #12,429 globally across all repositories tracked on GitHubRepo and #1,599 among Python projects.
What license is unsloth-zoo distributed under? +
The repository reports a LGPL-3.0 license. Always verify the repository LICENSE file for legal terms.
