Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

Mobile-Agent: The Powerful Mobile Device Operation Assistant Family

Official Implementations for Paper - MagicQuill: An Intelligent Interactive Image Editing System

InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions

Reasoning in LLMs: Papers and Resources, including Chain-of-Thought, OpenAI o1, and DeepSeek-R1 🍓

mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding

Cambrian-1 is a family of multimodal LLMs with a vision-centric design.

A family of lightweight multimodal models.

🔥 Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos

[ICLR 2025] Agent S: an open agentic framework that uses computers like a human

[CVPR2024] The code for "Osprey: Pixel Understanding with Visual Instruction Tuning"

✨✨Woodpecker: Hallucination Correction for Multimodal Large Language Models. The first work to correct hallucinations in MLLMs

Eagle Family: Exploring Model Designs, Data Recipes and Training Strategies for Frontier-Class Multimodal LLMs

[ECCV2024] Grounded Multimodal Large Language Model with Localized Visual Tokenization

OpenEMMA, a permissively licensed open source "reproduction" of Waymo’s EMMA model.

NeurIPS 2024 Paper: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing

Custom ComfyUI nodes for Vision Language Models, Large Language Models, Image to Music, Text to Music, Consistent and Random Creative Prompt Generation

🔥🔥🔥 A curated list of papers on LLMs-based multimodal generation (image, video, 3D and audio).

Personal Project: MPP-Qwen14B & MPP-Qwen-Next(Multimodal Pipeline Parallel based on Qwen-LM). Support [video/image/multi-image] {sft/conversations}. Don't let the poverty limit your imagination! Train your own 8B/14B LLaVA-training-like MLLM on RTX3090/4090 24GB.

This project is the official implementation of 'LLMGA: Multimodal Large Language Model based Generation Assistant', ECCV2024 Oral