7 tools
Open-source tools for training and fine-tuning AI models
LoRA trainers for image models and efficient fine-tuning frameworks for LLMs.
Kohya’s GUIGUI for training LoRA, DreamBooth and fine-tunes for SD, SDXL and FLUX.Apache-2.0OneTrainerOne-stop trainer for diffusion models with a desktop UI.AGPL-3.0AI ToolkitOstris’ training suite for FLUX, video and image model LoRAs.MITUnslothFine-tune LLMs 2× faster with up to 70% less memory.Apache-2.0AxolotlConfig-driven LLM fine-tuning for many models and techniques.Apache-2.0LLaMA-FactoryUnified fine-tuning for 100+ LLMs and VLMs with a no-code web UI.Apache-2.0TRLHugging Face’s library for post-training LLMs: SFT, DPO, GRPO.Apache-2.0