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--- |
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language: |
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- en |
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library_name: diffusers |
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tags: |
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- stable-diffusion |
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- text-to-image |
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license: apache-2.0 |
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inference: false |
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--- |
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# StableDiffusionLongPromptWeightingPipeline |
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Pipeline for text-to-image and image-to-image generation using Stable Diffusion, without tokens length limit and support parsing weighting in prompt. |
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require diffusers>=0.4.0 |
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> Now the pipeline has been contributed to the official diffusers community pipelines. You can use |
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custom_pipeline="lpw_stable_diffusion" directly. |
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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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'hakurei/waifu-diffusion', |
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custom_pipeline="waifu-research-department/long-prompt-weighting-pipeline", |
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revision="fp16", |
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torch_dtype=torch.float16 |
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) |
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pipe=pipe.to("cuda") |
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prompt = "best_quality (1girl:1.3) bow bride brown_hair closed_mouth frilled_bow frilled_hair_tubes frills (full_body:1.3) fox_ear hair_bow hair_tubes happy hood japanese_clothes kimono long_sleeves red_bow smile solo tabi uchikake white_kimono wide_sleeves cherry_blossoms" |
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neg_prompt = "lowres, bad_anatomy, error_body, error_hair, error_arm, error_hands, bad_hands, error_fingers, bad_fingers, missing_fingers, error_legs, bad_legs, multiple_legs, missing_legs, error_lighting, error_shadow, error_reflection, text, error, extra_digit, fewer_digits, cropped, worst_quality, low_quality, normal_quality, jpeg_artifacts, signature, watermark, username, blurry" |
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pipe.text2img(prompt, width=512,height=768,negative_prompt=neg_prompt,max_embeddings_multiples=3).images[0] |
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``` |
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if you see |
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``` |
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Token indices sequence length is longer than the specified maximum sequence length for this model ( 108 > 77 ) . Running this sequence through the model will result in indexing errors |
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``` |
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This is normal, do not worry . |
