SenseNova U1 8B MoT

--- license: apache-2.0 library_name: transformers pipeline_tag: any-to-any tags: - multimodal - text-to-image - image-to-text - image-editing - interleaved-generation - custom_code --- # SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-Unify Architecture <p align="center"> <strong>English</strong> | <a href="https://huggingface.co/sensenova/SenseNova-U1-8B-MoT/blob/main/README_CN.md">简体中文</a> </p> <p align="center"> <a href="#"><img src="https://img.shields.io/badge/arXiv-Coming-b31b1b.svg" alt="arXiv"></a> <a href="https://github.com/OpenSenseNova/SenseNova-U1/tree/main" target="_blank"><img src="https://img.shields.io/badge/SenseNova_U1-Code-100000?style=flat-square&logo=github&logoColor=white" alt="SenseNova-U1" /></a> <a href="https://huggingface.co/collections/sensenova/sensenova-u1"><img src="https://img.shields.io/badge/%F0%9F%A4%97%20HuggingFace-Model-yellow" alt="HuggingFace Model"></a> <a href="https://unify.light-ai.top/"><img src="https://img.shields.io/badge/%F0%9F%A4%97%20SenseNova_U1-Demo-Green" alt="SenseNova-U1 Demo"></a> <a href="./LICENSE"><img src="https://img.shields.io/badge/License-Apache%202.0-blue.svg" alt="License"></a> <a href="https://discord.gg/cxkwXWjp"><img src="https://img.shields.io/badge/Discord-Join-5865F2?logo=discord&logoColor=white" alt="Discord"></a> </p> <p align="center"> <img src="docs/assets/teaser.webp" alt="SenseNova-U1" width="900"> </p> <p align="center"> <img src="docs/assets/teaser_2.webp" alt="visualization" width="900"> </p> ## 🌟 Overview 🚀 **SenseNova U1** is a new series of native multimodal models that unifies multimodal understanding, reasoning, and generation within a monolithic architecture. It marks a fundamental paradigm shift in multimodal AI: **from modality integration to true unification**. Rather than relying on adapters to translate between modalities, SenseNova U1 models think-and-act across language and vision natively. The unification of visual understanding and generation opens tremendous possibilities. SenseNova U1 sits in the stage of **Data-driven Learning** (like ChatGPT), yet gestures toward the next stage, that is, **Agentic Learning** (like OpenClaw) and thinking in a natively multimodal way. <p align="center"> <img src="docs/assets/teaser_1.webp" alt="radar plot" width="900"> </p> #### 🏗️ *Key Pillars:* At the core of SenseNova...