Local Image Pipelines
What I load in ComfyUI, and which models do true instruction edits vs. needing img2img. Includes the encoders, VAEs and ControlNets you need.
Image-to-Image • 32B • Updated • 891k • • 2.05kNote Current default for text-to-image quality. Heavy — plan on offloading the text encoder on a 24GB card.
black-forest-labs/FLUX.1-dev
Text-to-Image • 12B • Updated • 595k • • 14.2kNote Still the most-forked base in the ecosystem, so it has by far the deepest LoRA/ControlNet support. Pick it when you need the accessories, not the raw quality.
Comfy-Org/flux1-dev
Updated • 373k • 654Note The ComfyUI-repackaged single-file weights. Saves you assembling the components by hand.
black-forest-labs/FLUX.1-schnell
Text-to-Image • 12B • Updated • 375k • • 5.57kNote Few-step, Apache-2.0. What to use for prompt iteration before committing to a slow high-res run.
comfyanonymous/flux_text_encoders
Updated • 1.39kNote The CLIP/T5 encoders Flux needs as separate loads. The fp8 T5 is the difference between fitting and not.
Qwen/Qwen-Image-Edit-2511
Image-to-Image • 20B • Updated • 242k • • 1.28kNote The one to reach for when you want a real instruction edit — 'change the jacket to red' — rather than an img2img reinterpretation. This is the distinction most people get wrong.
Qwen/Qwen-Image-Edit-2509
Image-to-Image • 20B • Updated • 462k • • 1.23kNote Previous edit revision. Worth keeping for comparison; behaviour on multi-image conditioning differs.
Qwen/Qwen-Image-Edit
Image-to-Image • 20B • Updated • 117k • • 2.48kNote Original edit release, for reference on how fast this line moved.
Qwen/Qwen-Image
Text-to-Image • 20B • Updated • 238k • • 2.58kNote The text-to-image base. Best-in-class text rendering inside images, which is still Flux's weak spot.
Comfy-Org/Qwen-Image-Edit_ComfyUI
Updated • 1.21M • 458Note ComfyUI-ready packaging for the edit models. Start here rather than the diffusers repos.
Comfy-Org/Qwen-Image_ComfyUI
Updated • 1.81M • 470Note ComfyUI-ready Qwen-Image weights, split by component.
stabilityai/stable-diffusion-xl-base-1.0
Text-to-Image • 3B • Updated • 1.56M • • 8.05kNote The ancestor of the whole fine-tune ecosystem below. Keep it for LoRA compatibility testing.
purplesmartai/pony-v7-base
Text-to-Image • 7B • Updated • 40.5k • 101Note Pony V7. Tag-driven (score_9 / rating_* prefixes) rather than natural-language — prompt it like a booru query, not like Flux. Uses a Qwen-family text encoder, which surprises people migrating from V6.
AstraliteHeart/pony-diffusion-v6
Updated • 70Note Pony V6, the SDXL-based predecessor. Vastly more community LoRAs exist for it than for V7.
xinsir/controlnet-union-sdxl-1.0
Text-to-Image • 1B • Updated • 112k • 1.81kNote One ControlNet covering most conditioning modes for SDXL. Replaces a folder of single-purpose ControlNets.
madebyollin/taesdxl
2.45M • Updated • 3.44k • 64Note Tiny VAE for fast previews. Cheap quality-of-life win on long batch runs — decode previews without paying full VAE cost.