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flux_ipadapter_refactor

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mi804
2025-06-20 14:49:09 +08:00
parent 1788d50f0a
commit 1b3c204d20
2 changed files with 56 additions and 1 deletions
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examples/flux/flux_ipadapter.py Normal file
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import torch
from PIL import Image
from diffsynth import save_video, VideoData, download_models
from diffsynth.pipelines.flux_image_new import FluxImagePipeline, ModelConfig
from modelscope import dataset_snapshot_download
#TODO: repalce the local path with model_id
pipe = FluxImagePipeline.from_pretrained(
torch_dtype=torch.bfloat16,
device="cuda",
model_configs=[
ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="flux1-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/"),
ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="ae.safetensors"),
ModelConfig(model_id="InstantX/FLUX.1-dev-IP-Adapter", origin_file_pattern="ip-adapter.bin"),
ModelConfig(path="models/IpAdapter/InstantX/FLUX.1-dev-IP-Adapter/image_encoder")
],
)
seed = 42
origin_prompt = "a rabbit in a garden, colorful flowers"
image = pipe(prompt=origin_prompt, height=1280, width=960, seed=seed)
image.save("style image.jpg")
torch.manual_seed(seed)
image = pipe(prompt="A piggy", height=1280, width=960, seed=seed,
ipadapter_images=[image], ipadapter_scale=0.7)
image.save("A piggy.jpg")