large-multimodal-models

✨✨VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction

Open Source Generative Process Automation (i.e. Generative RPA). AI-First Process Automation with Large ([Language (LLMs) / Action (LAMs) / Multimodal (LMMs)] / Visual Language (VLMs)) Models

[ICCV 2025] Implementation for Describe Anything: Detailed Localized Image and Video Captioning

[NeurIPS 2024] An official implementation of "ShareGPT4Video: Improving Video Understanding and Generation with Better Captions"

A Framework of Small-scale Large Multimodal Models

A collection of resources on applications of multi-modal learning in medical imaging.

LLaVA-Plus: Large Language and Vision Assistants that Plug and Learn to Use Skills

LLaVA-Mini is a unified large multimodal model (LMM) that can support the understanding of images, high-resolution images, and videos in an efficient manner.

This repo contains evaluation code for the paper "MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI"

An open-source implementation for training LLaVA-NeXT.

[CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation

Stream-Omni is a GPT-4o-like language-vision-speech chatbot that simultaneously supports interaction across various modality combinations.

Open Platform for Embodied Agents

A minimal codebase for finetuning large multimodal models, supporting llava-1.5/1.6, llava-interleave, llava-next-video, llava-onevision, llama-3.2-vision, qwen-vl, qwen2-vl, phi3-v etc.

A curated list of awesome Multimodal studies.

The official evaluation suite and dynamic data release for MixEval.

[ECCV 2024] ShareGPT4V: Improving Large Multi-modal Models with Better Captions

[NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"

Embed arbitrary modalities (images, audio, documents, etc) into large language models.

Official implementation of GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents