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--- |
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library_name: diffusers |
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--- |
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#### use ideogram-api to generate character using one input image |
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Get your Ideogram API token from [here](https://developer.ideogram.ai/ideogram-api/api-overview) |
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Set it as the `IDEOGRAM_API_KEY` environment variable: |
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```py |
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from diffusers import ModularPipeline |
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from diffusers.utils import load_image |
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character_pipe = ModularPipeline.from_pretrained("diffusers-internal-dev/ideogram-character-generator", trust_remote_code=True) |
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print(character_pipe.doc) |
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image = character_pipe( |
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prompt=( |
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"medium shot (waist-up) of an Asian woman, full upper body clearly visible, " |
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"wearing a T-shirt with the text 'Modular Diffusers' legible on the chest, natural lighting, " |
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"professional photography style" |
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), |
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character_image=load_image("yiyi_3.jpg"), |
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output="image" |
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) |
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image.save("yiyi_character.png") |
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``` |
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#### use with Flux Kontext |
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``` |
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from diffusers import FluxKontextPipeline |
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import torch |
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pipe = FluxKontextPipeline.from_pretrained("black-forest-labs/FLUX.1-Kontext-dev", torch_dtype=torch.bfloat16) |
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pipe.to("cuda") |
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image = pipe( |
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image=image, |
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prompt='''standing in front of a coffee shop entrace with text "Huggingface". Do not change the character.''', |
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guidance_scale=1.5 |
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).images[0] |
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``` |
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