multimodal-large-language-models

✨✨Latest Advances on Multimodal Large Language Models

Mobile-Agent: The Powerful GUI Agent Family

StarVector is a foundation model for SVG generation that transforms vectorization into a code generation task. Using a vision-language modeling architecture, StarVector processes both visual and textual inputs to produce high-quality SVG code with remarkable precision.

MS-Agent: Lightweight Framework for Empowering Agents with Autonomous Exploration in Complex Task Scenarios

LLaMA-Omni is a low-latency and high-quality end-to-end speech interaction model built upon Llama-3.1-8B-Instruct, aiming to achieve speech capabilities at the GPT-4o level.

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

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

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

A cross-platform video structuring (video analysis) framework. If you find it helpful, please give it a star: ) 跨平台的视频结构化（视频分析）框架，觉得有帮助的请给个星星 : )

[ICML 2024] Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs (RPG)

Seed1.5-VL, a vision-language foundation model designed to advance general-purpose multimodal understanding and reasoning, achieving state-of-the-art performance on 38 out of 60 public benchmarks.

A novel Multimodal Large Language Model (MLLM) architecture, designed to structurally align visual and textual embeddings.

实时语音交互数字人，支持端到端语音方案（GLM-4-Voice - THG）和级联方案（ASR-LLM-TTS-THG）。可自定义形象与音色，无须训练，支持音色克隆，首包延迟低至3s。Real-time voice interactive digital human, supporting end-to-end voice solutions (GLM-4-Voice - THG) and cascaded solutions (ASR-LLM-TTS-THG). Customizable appearance and voice, supporting voice cloning, with initial package delay as low as 3s.

A family of lightweight multimodal models.

Speech, Language, Audio, Music Processing with Large Language Model

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

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey

Awesome Unified Multimodal Models

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

PyTorch implementation of Audio Flamingo: Series of Advanced Audio Understanding Language Models