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unsloth

unslothai/unsloth

Local UI for running and training LLMs and diffusion models

GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026

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76k stars7.0k forksLast push Sep 18, 2026 Python Apache-2.0

Decision brief

Unsloth is a local UI tool for running and training various LLMs and diffusion models, including GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, and FLUX. It supports three usage modes: Unsloth Desktop, Unsloth, a,

Good fit when

  • When you need a local UI for running and training specific models like GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, and FLUX.
  • If you prefer a tool that supports multiple usage modes, including a desktop app, web UI, and a code-based version.

Avoid when

  • If you are working with models not supported by Unsloth, such as those not listed in its summary.
  • When you need a tool that does not require local installation and can be used entirely in the cloud.

Observed Sep 18, 2026 · Source: enrich:decision_facts

Verify the decision

Maintenance and security

Full trust report
Maintenance
Very active (0d since push)
As of Sep 18, 2026
Provenance
Not a fork · Organization account
As of Sep 18, 2026
Security (OSV)
No lockfile
As of Sep 20, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

pip install unsloth
PyPI

How it fits your stack(27)

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Alternative

Integrates

Relationship graph

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Similar tools

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

Unsloth provides a local UI for running and training various LLMs and diffusion models, including GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, and FLUX. It supports three usage modes: Unsloth Desktop, Unsloth Studio, and Unsloth Core.

Capability facts

CLI
CLI entrypoint

Source: pyproject.toml:[project.scripts] · Sep 18, 2026

Languages
python

Source: github.language+pyproject.toml · Sep 18, 2026

Categories

Graph entities

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Sep 18, 2026)

Pinning the Python version:
Source link

Tags

README

📥 Install Unsloth can be used in three ways: Unsloth Desktop , the desktop app; Unsloth Studio , the web UI; or Unsloth Core , the code based version. 📥 Advanced Installation The below advanced instructions are for Unsloth Studio. For Unsloth Core advanced installation, view ou...

For agents

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