Instructions to use diffusers/Qwen-Image-Layered-modular with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use diffusers/Qwen-Image-Layered-modular with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("diffusers/Qwen-Image-Layered-modular", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps
- Draw Things
- DiffusionBee
| { | |
| "_blocks_class_name": "QwenImageLayeredAutoBlocks", | |
| "_class_name": "QwenImageLayeredModularPipeline", | |
| "_diffusers_version": "0.37.0.dev0", | |
| "processor": [ | |
| "transformers", | |
| "Qwen2VLProcessor", | |
| { | |
| "pretrained_model_name_or_path": "Qwen/Qwen-Image-Layered", | |
| "revision": null, | |
| "subfolder": "processor", | |
| "type_hint": [ | |
| "transformers", | |
| "Qwen2VLProcessor" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "scheduler": [ | |
| "diffusers", | |
| "FlowMatchEulerDiscreteScheduler", | |
| { | |
| "pretrained_model_name_or_path": "Qwen/Qwen-Image-Layered", | |
| "revision": null, | |
| "subfolder": "scheduler", | |
| "type_hint": [ | |
| "diffusers", | |
| "FlowMatchEulerDiscreteScheduler" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "text_encoder": [ | |
| "transformers", | |
| "Qwen2_5_VLForConditionalGeneration", | |
| { | |
| "pretrained_model_name_or_path": "OzzyGT/qwen-image-layered-bnb-4bit-text-encoder", | |
| "revision": null, | |
| "subfolder": "", | |
| "type_hint": [ | |
| "transformers", | |
| "Qwen2_5_VLForConditionalGeneration" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "tokenizer": [ | |
| "transformers", | |
| "Qwen2Tokenizer", | |
| { | |
| "pretrained_model_name_or_path": "Qwen/Qwen-Image-Layered", | |
| "revision": null, | |
| "subfolder": "tokenizer", | |
| "type_hint": [ | |
| "transformers", | |
| "Qwen2Tokenizer" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "transformer": [ | |
| "diffusers", | |
| "QwenImageTransformer2DModel", | |
| { | |
| "pretrained_model_name_or_path": "OzzyGT/qwen-image-layered-bnb-4bit-transformer", | |
| "revision": null, | |
| "subfolder": "", | |
| "type_hint": [ | |
| "diffusers", | |
| "QwenImageTransformer2DModel" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "vae": [ | |
| "diffusers", | |
| "AutoencoderKLQwenImage", | |
| { | |
| "pretrained_model_name_or_path": "Qwen/Qwen-Image-Layered", | |
| "revision": null, | |
| "subfolder": "vae", | |
| "type_hint": [ | |
| "diffusers", | |
| "AutoencoderKLQwenImage" | |
| ], | |
| "variant": null | |
| } | |
| ] | |
| } | |