Unsloth
2× faster LLM fine-tuning with 70% less memory
Verdict
Game-changer for fine-tuning. Custom Triton kernels make QLoRA 2× faster while using 70% less VRAM. Fine-tune Llama 70B on a single 48GB GPU. Best tool for democratising fine-tuning.
Other Data & Fine-tuning
- ArgillaStable
Open-source platform for human feedback and RLHF data curation
- AxolotlStable
Easy-to-use fine-tuning toolkit supporting YAML-based configuration
- DVCStable
Git-based data and model version control for ML projects
- Hugging Face HubProduction
The GitHub of AI — models, datasets, and Spaces in one platform
- Label StudioStable
Open-source data labelling for text, images, audio, and video
- LitGPTExperimental
Lightning AI toolkit for pretraining, fine-tuning, and deploying LLMs