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Unsloth

Model Serving & MLOps
Python Latest v0.1.50-beta · 6d ago Security brief →

Features

  • Run inference on GGUF, LoRA adapters, and safetensors models locally
  • Export trained models to multiple formats (GGUF, 16‑bit safetensors, etc.)
  • Accelerate training up to 2× faster with up to 70 % less VRAM

Recent releases

View all 31 releases →
No immediate action
v0.1.50-beta Mixed

AMD support, MCP, bugfixes, UI improvements

Upgrade now
v0.1.49-beta Mixed
Breaking upgrade

Inkling, Studio UX, CLI MLX

No immediate action
v0.1.48-beta Breaking risk

Studio export, Llama-swap API, performance boosts

Review required
v0.1.47-beta Breaking risk
Auth RBAC

GLM 5.2, longer context, Chat Canvas, Hub redesign, Secure mode

No immediate action
v0.1.46-beta New feature

DiffusionGemma, Gemma 4 MTP, Hub, Chat‑with‑Files

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Install & Platforms

Install via
shell-script binary
Platforms
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Community & Support

Beta — feedback welcome: [email protected]