Model reference · open weights

Qwen-Image-Ed-2509

Qwen-Image-Ed-2509 is an open-weight image model from QuantStack, listed in the AxForge catalogue. AxForge can bring it up on EU-owned hardware for you on request — with the licence handled where one is required.

Image QuantStack 1 variants 200k downloads/mo
Request this model on EU hardware All served models Not on the shared API today — deployed on request.

About

What Qwen-Image-Ed-2509 is

This GGUF file is a direct conversion of Qwen/Qwen-Image-Edit-2509 Type | Name | Location | Download Since this is a quantized model, all original licensing terms and usage restrictions remain in effect. Usage The model can be used with the ComfyUI custom node ComfyUI-GGUF by city96 Update — October 18, 2025 The lower quants Q2K, Q3KM, Q3KS, Q40, Q41, Q4KS, and Q4KM have been updated, providing improved results.

Summarised from the published model card. Read the full card on the HuggingFace links below.

Specifications

What it is

MakerQuantStack
TypeImage models
Variants1
Runs withgguf
Based onQwen/Qwen-Image-Edit-2509
Released2025-09-22
Popularity200k downloads / month
Likes352
LicenceOpen weights

How it works

How image models work

Text promptwhat to makeText encoderunderstands itDiffusion stepsdenoise to pixelsImagePNG / JPEGA diffusion model starts from noise and denoises it, guided by your prompt, into a finished image.

Variants

Sizes & precisions

Open weights ship in several sizes and precisions. One page, all the variants — pick the one that fits your GPU. VRAM figures are estimates from model size.

VariantParamsPrecisionVRAMFits 16 GBWeights
Qwen-Image-Edit-2509-GGUFGGUFWeights ↗

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys quantstack-qwen-image-ed-2509 for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (quantstack-qwen-image-ed-2509 below is illustrative; you get the exact model name on deployment.)

$ curl -sS https://api.axforge.ai/v1/images/generations \
  -H "Authorization: Bearer $AXFORGE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"quantstack-qwen-image-ed-2509","prompt":"a red bicycle","size":"1024x1024"}'

Details

Languages, data & research

Languages

en zh

Tags

gguf image-to-image en zh

Licence

Open weights

Open weights under apache-2.0 — commercial use is permitted. Deploy it on AxForge EU hardware on request. Read the licence ↗

Sources

Weights & code

Want Qwen-Image-Ed-2509 on EU-owned hardware?

Request this model on EU hardware See what’s served now

Explore

More image models

© 2026 AxForge · EU-hosted AI infrastructure Pricing Docs Trust Privacy Terms