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huggingface-diffusers

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Experimental demonstration for the Qwen/Qwen-Image-Edit-2511 model with lazy-loaded LoRA adapters supporting multi-image input editing. Users can upload one or more images (gallery format) and apply advanced edits such as pose transfer, anime conversion, or camera angle changes via natural language prompts. Features integrated Rerun SDK.

  • Updated Dec 27, 2025
  • Python

[ICML 2026] MAMBO-G: A training-free, magnitude-aware adaptive guidance framework for accelerating Classifier-Free Guidance (CFG). Dynamically mitigates early-step overshoot in flow-matching models (SD3.5, Qwen-Image, Wan2.1) to achieve 3x-4x speedup with high visual fidelity. Integrated into Hugging Face Diffusers.

  • Updated Aug 17, 2026
  • Python

TRELLIS.2-Text-to-3D is an end-to-end Text-to-3D and Image-to-3D generation app that enables users to create high-quality 3D GLB assets either by generating an image from a text prompt or by uploading an existing image, powered by Z-Image-Turbo and the TRELLIS.2 multi-stage pipeline.

  • Updated May 24, 2026
  • Python

A Gradio-based demonstration for the Tongyi-MAI/Z-Image-Turbo diffusion pipeline, enhanced with a curated collection of LoRAs (Low-Rank Adaptations) for style transfer and creative image generation. Users can select from pre-listed LoRAs or add custom ones from Hugging Face repositories.

  • Updated Dec 24, 2025
  • Python

Qwen-Image-Edit-Object-Manipulator is an advanced, high-performance image manipulation workspace built on top of the Qwen/Qwen-Image-Edit-2511 base pipeline and enhanced by a custom optimized transformer.

  • Updated Jul 19, 2026
  • Python

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