Unsloth
2× faster, 70% less memory LoRA fine-tuning
⭐ 32,000 stars● Health 95/100 — Active· commit recency (40 pts) · star momentum (30 pts) · issue ratio (20 pts) · forks (10 pts)App Infrastructure
About
Dramatically speeds up LoRA and QLoRA fine-tuning by rewriting GPU kernels. Compatible with HuggingFace and works with Llama, Mistral, Gemma, and more. No accuracy loss.
Choose Unsloth when…
- •You want the fastest OSS LoRA fine-tuning with minimal GPU memory
- •You're fine-tuning Llama, Mistral, or Gemma models
- •Memory constraints are the bottleneck in your training setup
Builder Slot
How do you adapt models to your domain?Optional for most stacks
Fine-tuning frameworks and platforms for training custom model adaptations with LoRA, QLoRA, or full fine-tuning
Dev Tools
Not applicable
App Infra
Optional
Hybrid
Optional
Other tools in this slot:
Stack Genome Detection
AIchitect's Genome scanner detects Unsloth in your project via these signals:
pip packages
unslothunsloth_zooIntegrates with (1)
Alternatives to consider (4)
Pricing
✦ Free tier available
Pro$29/mo
Recent Activity
Health ↑ 80 → 95
12 days ago
Pricing updated
5 weeks ago
Crossed 50,000 stars ⭐
6 weeks ago
Crossed 25,000 stars ⭐
6 weeks ago
Crossed 10,000 stars ⭐
6 weeks ago
In 1 stack
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