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support value controller training

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Artiprocher
2025-07-21 19:16:30 +08:00
parent 22705a44b4
commit e3c5d2540b
7 changed files with 79 additions and 7 deletions
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9
examples/flux/model_inference_low_vram/FLUX.1-dev-ValueControl.py → examples/flux/model_inference_low_vram/FLUX.1-dev-AttriCtrl.py
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@@ -10,12 +10,11 @@ pipe = FluxImagePipeline.from_pretrained(
ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="text_encoder/model.safetensors", offload_device="cpu", offload_dtype=torch.float8_e4m3fn),
ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="text_encoder_2/", offload_device="cpu", offload_dtype=torch.float8_e4m3fn),
ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="ae.safetensors", offload_device="cpu", offload_dtype=torch.float8_e4m3fn),
ModelConfig(model_id="DiffSynth-Studio/FLUX.1-dev-ValueController", origin_file_pattern="single/prefer_embed/value.ckpt", offload_device="cpu", offload_dtype=torch.float8_e4m3fn)
ModelConfig(model_id="DiffSynth-Studio/AttriCtrl-FLUX.1-Dev", origin_file_pattern="models/brightness.safetensors", offload_device="cpu", offload_dtype=torch.float8_e4m3fn)
],
)
pipe.load_lora(pipe.dit, ModelConfig(model_id="DiffSynth-Studio/FLUX.1-dev-ValueController", origin_file_pattern="single/dit_lora/dit_value.ckpt"))
pipe.enable_vram_management()
for i in range(10):
image = pipe(prompt="a cat", seed=0, value_controller_inputs=[i/10])
image.save(f"value_control_{i}.jpg")
for i in [0.1, 0.3, 0.5, 0.7, 0.9]:
image = pipe(prompt="a cat on the beach", seed=2, value_controller_inputs=[i])
image.save(f"value_control_{i}.jpg")