Qwen-Image-Edit-2511-LoRAs-Fast-Lazy-Load and Qwen-Image-Edit-2511-LoRAs-Fast-Multi-Image-Rerun
These tools are complements, with the "Fast-Lazy-Load" demonstration offering comprehensive single- and multi-image editing with specialized LoRAs, while the "Fast-Multi-Image-Rerun" demonstration specifically enhances multi-image input editing for the same underlying Qwen-Image-Edit-2511 model.
About Qwen-Image-Edit-2511-LoRAs-Fast-Lazy-Load
PRITHIVSAKTHIUR/Qwen-Image-Edit-2511-LoRAs-Fast-Lazy-Load
Demonstration for the Qwen-Image-Edit-2511 model with lazy-loaded LoRA adapters for advanced single- and multi-image editing. Supports 7+ specialized LoRAs including photo-to-anime, multi-angle camera control, pose transfer (Any-Pose), upscaling, style transfer, light migration, and manga tone. Features fast inference (4 steps default).
Implements on-demand LoRA adapter loading with bfloat16 quantization and Flash Attention 3 to minimize VRAM footprint during inference. Deployed as a Gradio web interface supporting multi-image gallery uploads for reference-based editing tasks like pose transfer and style matching. Integrates with Hugging Face Diffusers, PEFT, and Transformers ecosystem for dynamic adapter management across 7 specialized editing workflows.
About Qwen-Image-Edit-2511-LoRAs-Fast-Multi-Image-Rerun
PRITHIVSAKTHIUR/Qwen-Image-Edit-2511-LoRAs-Fast-Multi-Image-Rerun
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.
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