Unsloth
Verified Open SourceUp to 5x faster, 80% less memory LLM fine-tuning
Unsloth makes LLM fine-tuning up to 5× faster and uses up to 80% less GPU memory by using custom CUDA kernels and optimized training paths. Compatible with Hugging Face ecosystem, LoRA, QLoRA, and popular base models.
Product Overview
Use Cases
- Efficient LLM Fine-Tuning
- Low-GPU Training
- LoRA/QLoRA
Ideal For
ML ResearchersResource-Constrained AI Teams
Architecture Fit
Enterprise ReadySelf HostedCloud NativeAPI FirstMulti-Agent CompatibleKubernetes SupportOpen Source
Technical Details
- Deployment Model
- self-hosted
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