5 models · ranked by HuggingFace downloads
Qwen-Image-Edit-2509 is an image-to-image editing model from Alibaba's Qwen team, released under Apache 2.0 and distributed via diffusers with safetensors weights. It supports both English and Chinese instruction prompts for guided image editing, as described in arxiv:2508.02324.
FLUX.2-klein-4B is a 4B-parameter diffusion model from Black Forest Labs designed for both text-to-image generation and instruction-guided image editing. It is part of the FLUX.2 family and is distributed as diffusers-compatible single-file safetensors under Apache 2.0.
FLUX.2-Klein-Base is Black Forest Labs' 4B parameter image generation model supporting both text-to-image and image-to-image editing. The 'Klein' variant is smaller than FLUX.1 while supporting the Flux2KleinPipeline for edit operations. Apache-2.0 licensed.
FLUX.2-dev targets image-to-image transformation and is shipped as an open-weight, self-hostable checkpoint. Licensing for FLUX.2-dev is unspecified or custom — clear it before commercial use. Like most open checkpoints, FLUX.2-dev rewards a quick in-domain eval before commitment.
As a qwen-based open-weight model, Qwen-Image-Edit-2511-Lightning focuses on image-to-image transformation. The Apache 2.0 license keeps Qwen-Image-Edit-2511-Lightning unrestricted for commercial reuse. Qwen-Image-Edit-2511-Lightning ships without a hosted SLA, so budget for self-managed deployment and monitoring.