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--- |
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license: creativeml-openrail-m |
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pipeline_tag: text-to-image |
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--- |
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LoRA based on Stability AI SDXL-Turbo, for more information on the main model: https://huggingface.co/stabilityai/sdxl-turbo |
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![xyz_grid-0015-2494203713-20231201144837.png](https://cdn-uploads.huggingface.co/production/uploads/64186a8b5d6f3d15c64cd821/7OwTbNa7cGUqIuZOi7lQ9.png) |
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### Diffusers |
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``` |
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pip install diffusers transformers accelerate --upgrade |
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``` |
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- **Text-to-image**: |
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```py |
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import torch |
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from diffusers import LCMScheduler, AutoPipelineForText2Image |
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model_id = "stabilityai/stable-diffusion-xl-base-1.0" |
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adapter_id = "shiroppo/sd_xl_turbo_lora" |
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pipe = AutoPipelineForText2Image.from_pretrained(model_id, torch_dtype=torch.float16, variant="fp16") |
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pipe.scheduler = LCMScheduler.from_config(pipe.scheduler.config) |
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pipe.to("cuda") |
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pipe.load_lora_weights(adapter_id) |
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pipe.fuse_lora() |
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prompt = "the_prompt" |
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image = pipe(prompt=prompt, num_inference_steps=4, guidance_scale=0).images[0] |
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``` |