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2026-09 Multimodal Top 10

2026-09 Multimodal 分类最佳 AI 开源项目

10 个项目 发布于 2026/9/6
unslothai / unsloth

Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4.1, MiniMax-H3, Gemma 4, FLUX and more.

Python 78.6k
活跃维护 Apache 2.0
sgl-project / sglang

SGLang is a high-performance serving framework for large language models and multimodal models.

Python 38.2k
正常维护 Apache 2.0
koharu-rs / koharu

ML-powered manga translator, written in Rust.

Rust 6.5k
活跃维护 Apache 2.0
huggingface / transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Python 168.2k
活跃维护 Apache 2.0
MrNeRF / LichtFeld-Studio

Train, inspect, edit, automate, and export 3D Gaussian Splatting scenes from a single native application.

C++ 3.9k
活跃维护 GPL-3
Comfy-Org / ComfyUI

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. The fastest local inference engine in the world.

Python 143.2k
维护停滞 GPL-3
rerun-io / rerun

Visualize, query, and stream to train on multimodal robotics data.

Rust 11.6k
维护停滞 Apache 2.0
lance-format / lance

Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

Rust 7.2k
正常维护 Apache 2.0
invoke-ai / InvokeAI

Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.

TypeScript 28.9k
活跃维护 Apache 2.0
roboflow / supervision

We write your reusable computer vision tools. 💜

Python 51.4k
活跃维护 MIT