Unsloth
2x faster QLoRA fine-tuning with hand-tuned Triton kernels. Free OSS for single-GPU; commercial Pro for multi-GPU.
Overview
2x faster QLoRA fine-tuning with hand-tuned Triton kernels. Free OSS for single-GPU; commercial Pro for multi-GPU.
Pros
- 2x speed vs HF default
- Lower VRAM use
- Great Colab support
Cons
- NVIDIA only
- Multi-GPU is paid
Compatibility
| Operating systems | Linux |
| GPU backends | NVIDIA CUDA |
| License | Open source · freemium |
Runtime health
Operator-grade signals on how actively Unsloth is being maintained, how fresh its measurements are, and what failure classes operators have flagged. Every label below is anchored to a real date or count — we never infer maintainer activity we can't show.
Release cadence
Derived from the most recent editorial signal on this row.
28 days since last refresh · source: lastUpdated
Benchmark freshness
How recent the editorial measurements on this runtime are.
No editorial benchmarks for this runtime yet.
Community reproduction
Submissions that match an editorial measurement on similar hardware.
No community reproductions on file yet.
Ecosystem stability
Editorial rating from RunLocalAI — qualitative, not measured.
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Frequently asked
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Reviewed by RunLocalAI Editorial. See our editorial policy for how we evaluate tools.
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