roboflow/maestro

An open-source implementaion for fine-tuning Qwen-VL series by Alibaba Cloud.

Unofficial notebooks and resources for Microsoft's Florence-2 vision-language model: inference, auto-labelling and fine-tuning.

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Code for the Molmo Vision-Language Model

Fizgig — LoRA & Fine-tune Studio for Klein 9B, Krea 2, MiniMax H3, Qwen Image 2.1, Anima & Z-Image Turbo and Ace-Step XL: train, fine-tune, profile, repair and extract LoRAs & LoKR for Image, Video & Music Models

OpenMMLab Pre-training Toolbox and Benchmark

A general fine-tuning kit geared toward image/video/audio diffusion models.

All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.

Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM5.3, Gemma4, Llava, Phi4, ...) (AAAI 2025).