Text-to-Image
Diffusers
English
lora
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+ ---
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+ license: apache-2.0
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+ datasets:
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+ - Rapidata/Face_Generation_Benchmark
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+ language:
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+ - en
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+ base_model:
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+ - stabilityai/stable-diffusion-xl-base-1.0
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+ pipeline_tag: text-to-image
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+ library_name: diffusers
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+ tags:
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+ - text-to-image
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+ - lora
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+ - diffusers
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+ ---
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+ ## Model description
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+
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+ # Anime-Otaku-Qwen-Image
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+
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+ **sdxl-face-lora** is a LoRA fine-tuned adapter for the [stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) model, trained on the [Rapidata/Face_Generation_Benchmark dataset](https://huggingface.co/datasets/Rapidata/Face_Generation_Benchmark). It specializes in generating face images.
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+
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+ ---
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+
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+ ## Usage
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+
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+ 1. **Install dependencies** (if not installed):
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+
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+ ```bash
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+ pip install diffusers transformers accelerate safetensor torch
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+ ```
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+
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+ 2. **Load base Qwen-Image and LoRA adapter**:
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+
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+ ```python
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+ from diffusers import DiffusionPipeline
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+ import torch
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+ pipe = DiffusionPipeline.from_pretrained(
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+ "stabilityai/stable-diffusion-xl-base-1.0",
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+ torch_dtype=torch.float16,
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+ ).to("cuda")
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+ pipe.load_lora_weights("SkyAsl/sdxl-face-lora")
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+ pipe.fuse_lora()
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+ image = pipe("a high-quality portrait of a woman").images[0]
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+ image.save("test.png")
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+ ```
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+
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+ ---