Add Qwen Image Model

README.md

@@ -256,6 +256,7 @@ Documentation sources are also available in [`docs/`](docs/).
     | Stable Diffusion XL (base + refiner 1.0, SDXL-Turbo) | [SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis](https://arxiv.org/abs/2307.01952) | `diffusers` |
     | Stable Diffusion 3 (medium) | [Scaling Rectified Flow Transformers for High-Resolution Image Synthesis](https://arxiv.org/abs/2403.03206) | `diffusers` |
     | Stable Diffusion 3.5 (large, large-turbo, medium) | [Scaling Rectified Flow Transformers for High-Resolution Image Synthesis](https://arxiv.org/abs/2403.03206) | `diffusers` |
+    | Qwen-Image | [Qwen-Image Technical Report](https://arxiv.org/abs/2508.02324) | `diffusers` |
 
 <br>
 
@@ -282,7 +283,7 @@ Documentation sources are also available in [`docs/`](docs/).
 
 ## 📜 License
 
-This project leverages [timm](https://github.com/huggingface/pytorch-image-models#licenses), [transformers](https://github.com/huggingface/transformers#license) and [diffusers](https://github.com/huggingface/diffusers#license) for converting pretrained weights from PyTorch to Keras. For licensing details, please refer to the respective repositories. Converted weights keep their upstream license (for example, the Stable Diffusion checkpoints are CreativeML OpenRAIL-M / OpenRAIL++-M, and SDXL-Turbo is non-commercial under the Stability AI Community License).
+This project leverages [timm](https://github.com/huggingface/pytorch-image-models#licenses), [transformers](https://github.com/huggingface/transformers#license) and [diffusers](https://github.com/huggingface/diffusers#license) for converting pretrained weights from PyTorch to Keras. For licensing details, please refer to the respective repositories. Converted weights keep their upstream license (for example, the Stable Diffusion checkpoints are CreativeML OpenRAIL-M / OpenRAIL++-M, SDXL-Turbo is non-commercial under the Stability AI Community License, and Qwen-Image is Apache-2.0).
 
 - 🔖 **zeromodels Code**: This repository is licensed under the [Apache 2.0 License](https://www.apache.org/licenses/LICENSE-2.0).
 

docs/getting_started.md

@@ -51,10 +51,11 @@ results = processor.post_process_object_detection(
 
 - **Multimodal**
 
-    Vision-language generation and grounding.
+    Vision-language generation, grounding, and text-to-image diffusion.
 
     [Qwen3-VL](qwen3_vl.md) ┬╖ [InternVL](internvl.md) ┬╖
-    [Kimi K2.5](kimi_k25.md) ┬╖ [LocateAnything](locateanything.md)
+    [Kimi K2.5](kimi_k25.md) ┬╖ [LocateAnything](locateanything.md) ┬╖
+    [Stable Diffusion](stable_diffusion.md) ┬╖ [Qwen-Image](qwen_image.md)
 
 - **Speech**
 

docs/index.md

@@ -323,10 +323,11 @@ Encoders and decoder LLMs, dense and mixture-of-experts.
 
 ### Multimodal
 
-Vision-language generation and grounding.
+Vision-language generation, grounding, and text-to-image diffusion.
 
 [Qwen3-VL](qwen3_vl.md) · [InternVL](internvl.md) ·
-[Kimi K2.5](kimi_k25.md) · [LocateAnything](locateanything.md)
+[Kimi K2.5](kimi_k25.md) · [LocateAnything](locateanything.md) ·
+[Stable Diffusion](stable_diffusion.md) · [Qwen-Image](qwen_image.md)
 
 </div>
 

docs/loading_weights.md

@@ -17,7 +17,7 @@ load, and how long it takes.
 
 | # | Way | What happens | Used by |
 |---|---|---|---|
-| 1 | [**HuggingFace Hub**](#1-hub-keras-weights) | `zeromodels/<variant>`. The repo's `zm_config.json` rebuilds the model and `model.weights.h5` (or a sharded `.weights.json`) loads with no conversion. | Vision, detection, segmentation, depth, speech, text encoders, CLIP-family, classification backbones, diffusion (Stable Diffusion, hosted only: no way 2 / 3) |
+| 1 | [**HuggingFace Hub**](#1-hub-keras-weights) | `zeromodels/<variant>`. The repo's `zm_config.json` rebuilds the model and `model.weights.h5` (or a sharded `.weights.json`) loads with no conversion. | Vision, detection, segmentation, depth, speech, text encoders, CLIP-family, classification backbones, diffusion (Stable Diffusion, Qwen-Image; hosted only: no way 2 / 3) |
 | 2 | [**On the fly**](#2-on-the-fly-conversion) | A bare variant whose entry carries an `hf_id`. Upstream safetensors are downloaded and converted in process. | The LLMs and VLMs: Qwen, Llama, Gemma, DeepSeek, GLM, Mistral, ... |
 | 3 | [**`hf:` prefix**](#3-the-hf-prefix) | Any Hub repo, named explicitly. Same conversion machinery as way 2, but you pick the repo. | Fine-tunes and community weights, for any architecture |
 

docs/models.md

@@ -110,3 +110,4 @@ Vision-language encoders, generative VLMs, grounding across detection, OCR, poin
 - [Stable Diffusion XL](stable_diffusion_xl.md)
 - [Stable Diffusion 3](stable_diffusion_3.md)
 - [Stable Diffusion 3.5](stable_diffusion_3_5.md)
+- [Qwen-Image](qwen_image.md)