Instructions to use starsfriday/Qwen-Image-Liuyifei-LoRA with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use starsfriday/Qwen-Image-Liuyifei-LoRA with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("Qwen/Qwen-Image", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("starsfriday/Qwen-Image-Liuyifei-LoRA") prompt = "yfyf, 广角镜头拍摄,一只手伸出去,拉着一个女人的手,女人穿着粉色的汉服,正面对镜头,戴着精美的中式头饰,背景是维多利亚港,晚上灯光夜景,一片繁华,另一只手上拿着牌子“QWEN新王当立 FLUX已死”" image = pipe(prompt).images[0] - Inference
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
| license: apache-2.0 | |
| language: | |
| - en | |
| base_model: | |
| - Qwen/Qwen-Image | |
| tags: | |
| - image-generation | |
| - lora | |
| - Qwen-Image | |
| pipeline_tag: text-to-image | |
| library_name: diffusers | |
| widget: | |
| - text: >- | |
| yfyf, 广角镜头拍摄,一只手伸出去,拉着一个女人的手,女人穿着粉色的汉服,正面对镜头,戴着精美的中式头饰,背景是维多利亚港,晚上灯光夜景,一片繁华,另一只手上拿着牌子“QWEN新王当立 FLUX已死” | |
| output: | |
| url: result/output.png | |
| - text: >- | |
| yfyf, The image features a woman dressed in an elegant white gown with | |
| intricate gold embroidery, which suggests a formal or ceremonial occasion. | |
| The dress has a high neckline and long sleeves, adding to its sophisticated | |
| look. She is accessorized with delicate jewelry, including a necklace and | |
| earrings that complement her attire. Her pose, with one hand gently touching | |
| the collar of her dress, adds a graceful element to the composition. The | |
| background is minimalistic, featuring a wooden panel on the right side and a | |
| neutral-toned wall on the left, ensuring that the focus remains on her and | |
| her outfit. This description aims to provide a comprehensive understanding | |
| of the visual elements present in the photograph without making assumptions | |
| about the individual's identity or personal attributes beyond what is | |
| directly observable. | |
| output: | |
| url: result/output1.png | |
| - text: >- | |
| yfyf, The image features a young woman with an engaging and gentle | |
| expression. She is likely in her late twenties or early thirties, judging by | |
| her youthful appearance and the style of her makeup. Her hair is styled in | |
| soft waves that cascade over her shoulders, adding to her approachable | |
| demeanor. The woman's attire, consisting of a light yellow cardigan over a | |
| white top, suggests a casual yet put-together look suitable for a variety of | |
| settings.She holds a wooden spoon near her face, which could imply she is | |
| either about to taste something or is playfully posing with it. This action | |
| adds a dynamic element to the otherwise serene composition. The background | |
| is softly blurred but hints at a domestic setting with natural lighting | |
| coming from a window on the left side, indicated by the bright illumination | |
| and vertical lines that suggest curtains or blinds. The overall color | |
| palette is warm and inviting, contributing to the pleasant atmosphere of the | |
| photograph. | |
| output: | |
| url: result/output2.png | |
| - text: >- | |
| yfyf, The image features a woman dressed in an elegant white gown with | |
| intricate gold embroidery, which suggests a formal or ceremonial occasion. | |
| The dress has a high neckline and long sleeves, adding to its sophisticated | |
| look. She is accessorized with delicate jewelry, including a necklace and | |
| earrings that complement her attire. Her pose, with one hand gently touching | |
| the collar of her dress, adds a graceful element to the composition. The | |
| background is minimalistic, featuring a wooden panel on the right side and a | |
| neutral-toned wall on the left, ensuring that the focus remains on her and | |
| her outfit. This description aims to provide a comprehensive understanding | |
| of the visual elements present in the photograph without making assumptions | |
| about the individual's identity or personal attributes beyond what is | |
| directly observable. | |
| output: | |
| url: result/output3.png | |
| # starsfriday Qwen-Image LoRA | |
| <Gallery /> | |
| ## Model Card for Model ID | |
| <!-- Provide a quick summary of what the model is/does. --> | |
| This is a model for Qwen-Image in Portrait generation, trained on ```Qwen/Qwen-Image```, and is suitable for Used to generate various photos of Liu Yifei.For use in through the following code and ```ComfyUI```,The workflow files are in the folder of this project. | |
| <div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);"> | |
| <h2 style="color: #24292e; margin-top: 0;">ComfyUI Workflow</h2> | |
| <p>This LoRA works with a modified version of <a href="https://huggingface.co/starsfriday/Qwen-Image-Liuyifei-LoRA/blob/main/Workflow-Qwen-Image-LORA.json" style="color: #0366d6; text-decoration: none;">Comfy's Qwen-Image workflow</a>. The main modification is adding a Qwen-Image LoRA node connected to the base model.</p> | |
| <p>See the Downloads section above for the modified workflow.</p> | |
| </div> | |
| ### Direct Use | |
| ``` | |
| from diffusers import DiffusionPipeline | |
| import torch | |
| model_name = "Qwen/Qwen-Image" | |
| # Load the pipeline | |
| if torch.cuda.is_available(): | |
| torch_dtype = torch.bfloat16 | |
| device = "cuda" | |
| else: | |
| torch_dtype = torch.float32 | |
| device = "cpu" | |
| pipe = DiffusionPipeline.from_pretrained(model_name, torch_dtype=torch_dtype) | |
| pipe = pipe.to(device) | |
| # Load LoRA weights | |
| pipe.load_lora_weights('starsfriday/Qwen-Image-Liuyifei-LoRA/qwen_image_liuyifei.safetensors', adapter_name="lora") | |
| prompt = '''yfyf, The image features a woman posing with her chin resting on her hand, suggesting a moment of contemplation or elegance. Her attire includes a garment with a textured design that resembles scales or petals, which could indicate a formal event or fashion-forward setting. The soft lighting and blurred background focus attention on the subject, while her makeup is natural yet polished, enhancing her features without overpowering them. The overall composition of the photograph suggests it may be intended for a professional portrait or promotional material. | |
| ''' | |
| negative_prompt = " " | |
| image = pipe( | |
| prompt=prompt, | |
| negative_prompt=negative_prompt, | |
| width=1024, | |
| height=1024, | |
| num_inference_steps=50, | |
| true_cfg_scale=5, | |
| generator=torch.Generator(device="cuda").manual_seed(123456) | |
| ) | |
| image = image.images[0] | |
| image.save("output.png") | |
| ``` | |
| ## Trigger phrase | |
| ```yfyf``` | |
| ## Download model | |
| Weights for this model are available in Safetensors format. | |
| [Download](https://huggingface.co/starsfriday/Qwen-Image-Liuyifei-LoRA) | |
| ## Training at Chongqing Valiant Cat | |
| This model was trained by the AI Laboratory of Chongqing Valiant Cat Technology Co., LTD(```https://vvicat.com/```).Business cooperation is welcome |