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--- |
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license: creativeml-openrail-m |
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base_model: IDEA-CCNL/Taiyi-Stable-Diffusion-1B-Anime-Chinese-v0.1 |
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tags: |
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- stable-diffusion |
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- stable-diffusion-diffusers |
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- text-to-image |
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- diffusers |
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- lora |
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inference: true |
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--- |
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use the following code to generate image |
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```python |
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import os |
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from diffusers import StableDiffusionPipeline |
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import torch |
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import random |
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prompt="可爱的,黄色的老鼠,小精灵,卡通" |
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seed=random.randint(1,2147483647) |
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print(seed) |
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pipe = StableDiffusionPipeline.from_pretrained("IDEA-CCNL/Taiyi-Stable-Diffusion-1B-Anime-Chinese-v0.1", |
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torch_dtype=torch.float16,) |
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model_path = "miluELK/Taiyi-sd-pokemon-LoRA-zh-512-v2" |
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pipe.unet.load_attn_procs(model_path) |
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pipe.to("cuda") |
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generator = torch.Generator("cuda").manual_seed(seed) |
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pipe.safety_checker = lambda images, clip_input: (images, False) |
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image = pipe(prompt, generator=generator, num_inference_steps=50, guidance_scale=7.5).images[0] |
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image.save("./" + prompt + ".png") |
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image |
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``` |
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# LoRA text2image fine-tuning - miluELK/Taiyi-sd-pokemon-LoRA-zh-512-v2 |
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These are LoRA adaption weights for IDEA-CCNL/Taiyi-Stable-Diffusion-1B-Anime-Chinese-v0.1. The weights were fine-tuned on the svjack/pokemon-blip-captions-en-zh dataset. You can find some example images in the following. |
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![img_1](./image_1.png) |
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![img_2](./image_2.png) |
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![img_3](./image3.png) |
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![img_4](./image4.png) |
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