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Artiprocher
2025-11-19 20:22:21 +08:00
parent 6ad8d73717
commit eeb55a0ce6
88 changed files with 3113 additions and 78 deletions
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examples/flux/model_training/validate_lora/FLUX.1-Kontext-dev.py Normal file
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import torch
from diffsynth.pipelines.flux_image import FluxImagePipeline, ModelConfig
from PIL import Image
pipe = FluxImagePipeline.from_pretrained(
torch_dtype=torch.bfloat16,
device="cuda",
model_configs=[
ModelConfig(model_id="black-forest-labs/FLUX.1-Kontext-dev", origin_file_pattern="flux1-kontext-dev.safetensors"),
ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="text_encoder/model.safetensors"),
ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="text_encoder_2/*.safetensors"),
ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="ae.safetensors"),
],
)
pipe.load_lora(pipe.dit, "models/train/FLUX.1-Kontext-dev_lora/epoch-4.safetensors", alpha=1)
image = pipe(
prompt="Make the dog turn its head around.",
kontext_images=Image.open("data/example_image_dataset/2.jpg").resize((768, 768)),
height=768, width=768,
seed=0
)
image.save("image_FLUX.1-Kontext-dev_lora.jpg")