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flux
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19
examples/flux/model_inference/FLUX.1-dev-AttriCtrl.py
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19
examples/flux/model_inference/FLUX.1-dev-AttriCtrl.py
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import torch
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from diffsynth.pipelines.flux_image import FluxImagePipeline, ModelConfig
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pipe = FluxImagePipeline.from_pretrained(
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torch_dtype=torch.bfloat16,
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device="cuda",
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model_configs=[
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ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="flux1-dev.safetensors"),
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ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="text_encoder/model.safetensors"),
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ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="text_encoder_2/*.safetensors"),
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ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="ae.safetensors"),
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ModelConfig(model_id="DiffSynth-Studio/AttriCtrl-FLUX.1-Dev", origin_file_pattern="models/brightness.safetensors")
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],
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)
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for i in [0.1, 0.3, 0.5, 0.7, 0.9]:
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image = pipe(prompt="a cat on the beach", seed=2, value_controller_inputs=[i])
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image.save(f"value_control_{i}.jpg")
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