Qwen/Qwen-Image-2.1-PE-T2I开源了新模型

Qwen Qwen/Qwen-Image-2.1-PE-T2I Qwen/Qwen-Image-2.1-PE-T2I https://huggingface.co/Qwen/Qwen-Image-2.1-PE-T2I

Qwen/Qwen-Image-2.1-PE-T2I · Hugging Face Hugging Face (https://huggingface.co/) Models (https://huggingface.co/models) Datasets (https://huggingface.co/datasets) Spaces (https://huggingface.co/spaces) Buckets new (https://huggingface.co/storage) Docs (https://huggingface.co/docs) Enterprise (https://huggingface.co/enterprise) Pricing (https://huggingface.co/pricing) Website Tasks (https://huggingface.co/tasks) HuggingChat (https://huggingface.co/chat) Collections (https://huggingface.co/collections) Languages (https://huggingface.co/languages) Organizations (https://huggingface.co/organizations) Community Blog (https://huggingface.co/blog) Posts (https://huggingface.co/posts) Daily Papers (https://huggingface.co/papers) Hardware (https://huggingface.co/hardware) Learn (https://huggingface.co/learn) Discord (https://huggingface.co/join/discord) Forum (https://discuss.huggingface.co/) GitHub (https://github.com/huggingface) Solutions Team & Enterprise (https://huggingface.co/enterprise) Hugging Face PRO (https://huggingface.co/pro) Enterprise Support (https://huggingface.co/support) Inference Providers (https://huggingface.co/inference/models) Inference Endpoints (https://huggingface.co/inference-endpoints) Storage Buckets (https://huggingface.co/storage) Log In (https://huggingface.co/login) Sign Up (https://huggingface.co/join) (https://huggingface.co/Qwen) Qwen (https://huggingface.co/Qwen) / Qwen-Image-2.1-PE-T2I (https://huggingface.co/Qwen/Qwen-Image-2.1-PE-T2I) Like 54 Follow Qwen 107k Text-to-Image (https://huggingface.co/models?pipeline_tag=text-to-image) Safetensors (https://huggingface.co/models?library=safetensors) qwen3_5 (https://huggingface.co/models?other=qwen3_5) qwen (https://huggingface.co/models?other=qwen) prompt-rewriting (https://huggingface.co/models?other=prompt-rewriting) License: qwen-research Model card (https://huggingface.co/Qwen/Qwen-Image-2.1-PE-T2I) Files Files and versions xet (https://huggingface.co/Qwen/Qwen-Image-2.1-PE-T2I/tree/main) Community 1 (https://huggingface.co/Qwen/Qwen-Image-2.1-PE-T2I/discussions) Copy to bucket new Qwen-Image-2.1-PE-T2I (https://huggingface.co/Qwen/Qwen-Image-2.1-PE-T2I#qwen-image-21-pe-t2i) Quick Start (https://huggingface.co/Qwen/Qwen-Image-2.1-PE-T2I#quick-start) Installation (https://huggingface.co/Qwen/Qwen-Image-2.1-PE-T2I#installation) Usage with Transformers (https://huggingface.co/Qwen/Qwen-Image-2.1-PE-T2I#usage-with-transformers) Integration with Diffusers (https://huggingface.co/Qwen/Qwen-Image-2.1-PE-T2I#integration-with-diffusers) Output Format (https://huggingface.co/Qwen/Qwen-Image-2.1-PE-T2I#output-format) License (https://huggingface.co/Qwen/Qwen-Image-2.1-PE-T2I#license) 🤖 ModelScope (https://modelscope.cn/models/Qwen/Qwen-Image-2.1)   |   🤗 HuggingFace (https://huggingface.co/Qwen/Qwen-Image-2.1)   |   📑 Blog (https://qwen.ai/blog?id=qwen-image-2.1)   |   🖥️ Demo (https://huggingface.co/spaces/Qwen/Qwen-Image-2.1)   |   🫨 Discord (https://discord.gg/CV4E9rpNSD) (https://huggingface.co/Qwen/Qwen-Image-2.1-PE-T2I#introduction) Introduction We are excited to open-source Qwen-Image-2.1, a unified text-to-image generation and image editing model in the Qwen family. With just 7B parameters in its visual generation component (32 Single-Stream DiT layers), Qwen-Image-2.1 balances generation quality, inference efficiency, and versatility. Four key improvements define this release: Compact and Efficient — A lightweight architecture with mixed-granularity attention and prefix KV cache reuse delivers strong image quality at low computational cost. Native Transparency, Unified Creation and Editing — Generate regular or transparent (RGBA) images from text, edit transparent layers, and extract subjects from photographs—all in one model. Versatile Editing — Support up to 10 reference images, specify local edits via circles, painted annotations, or separate masks, and preserve identity for people an