LOADING DATASHEET
LOADING DATASHEET
by Alibaba
RANKED #67 OF 94 IMAGES · OVERALL #288 OF 6,567 · VIBE SCORE 5.6 · 33 VOICES
Qwen-Image-Edit-Rapid-AIO-GGUF on Hugging Face (text to image). 35,533 downloads. Open weights for local or hosted use.
9 mentions
6 mentions
26 weeks · 16 voices
HONEYMOON FADING
Early praise is cooling off in recent weeks.
Open weights. You can use a hosted service, or download it and run it yourself, free.
Open weights: download Qwen Image Edit Rapid AIO once and it's yours. No subscription, no rate limits, works offline.
20B base image diffusion model merged with text encoder, VAE, and 4-step Lightning LoRA, checkpoint file is about 15 GB to 20 GB (FP8/Q4)
NVIDIA GeForce RTX 3060 12GB
12 GB VRAM
~$220 USEDGGUF Q4_K_M or FP8 with system RAM offloading, 4 steps, ~22 s/image
NVIDIA GeForce RTX 4070 Ti Super 16GB
16 GB VRAM
~$750 NEWFP8 native all-in-one checkpoint, 4 steps, ~7 s/image
NVIDIA GeForce RTX 4090 24GB
24 GB VRAM
~$1,850 NEWFP8/BF16 checkpoint fully cached in VRAM, 4 steps, ~3 s/image
The three cards above are researched picks. Search the machine you actually have — we only say yes if it should reply at a usable speed, not just load the weights and crawl.
HARDWARE PICKS & PRICES ARE RESEARCHED FROM THE LIVE WEB AND REFRESHED AUTOMATICALLY. TREAT THEM AS BALLPARK, NOT GOSPEL.
Everyday jobs on each of those rigs: how long Qwen Image Edit Rapid AIO takes, and how good the crowd says it is at that kind of work.
| THE JOB | BARE MINIMUMNVIDIA GeForce RTX 3060 12GB | SWEET SPOTNVIDIA GeForce RTX 4070 Ti Super 16GB | FULL POWERNVIDIA GeForce RTX 4090 24GB |
|---|---|---|---|
| Make an imageone picture at normal settings | ~22 S★★★★★ | ~7 S★★★★★ | ~3 S★★★★★ |
STARS ARE THE COMMUNITY SCORE FOR THAT KIND OF WORK, DOCKED FOR HOW SQUASHED THE WEIGHTS GET AT EACH TIER. TIMES ARE COMPUTED FROM RESEARCHED SPEEDS. BALLPARK, NOT GOSPEL.
Not enough discussion about Qwen Image Edit Rapid AIO yet to call it. We found 33 posts but people did not say much either way.
18 POSTS · 15 COMMENTS · REDDIT · DEV FORUMS · GITHUB
Other models the crowd has fully reviewed, starting with images models like this one.
Qwen-Image-Edit-Rapid-AIO V19 (Merged 2509 and 2511 together)
Continue to update the solution for converting 3D images into realistic photos in Qwen
Brie's Qwen Edit Lazy Relight workflow
Multiple Camera angles Qwen 2511
Brie's Qwen Edit Lazy Repose workflow
Pose Transfer Qwen 2511
Qwen Image Edit or Flux Klein 9b for editing
Comment in r/StableDiffusion
Comment in r/StableDiffusion
Qwen-Image-Edit-Rapid-AIO: How to avoid “plastic” skin?
Character consistency with QWEN EDIT 2511 - No lora
I am having trouble because it takes an unusually long time to load the CheckPoint model file.