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DiffSynth-Studio 2.0 major update

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2025-12-04 16:33:07 +08:00
parent afd101f345
commit 72af7122b3
758 changed files with 26462 additions and 2221398 deletions
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14
examples/flux/model_inference/FLEX.2-preview.py
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@@ -1,6 +1,6 @@
import torch
from diffsynth.pipelines.flux_image_new import FluxImagePipeline, ModelConfig
from diffsynth.controlnets.processors import Annotator
from diffsynth.pipelines.flux_image import FluxImagePipeline, ModelConfig
from diffsynth.utils.controlnet import Annotator
import numpy as np
from PIL import Image
@@ -11,7 +11,7 @@ pipe = FluxImagePipeline.from_pretrained(
model_configs=[
ModelConfig(model_id="ostris/Flex.2-preview", origin_file_pattern="Flex.2-preview.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="text_encoder_2/*.safetensors"),
ModelConfig(model_id="black-forest-labs/FLUX.1-dev", origin_file_pattern="ae.safetensors"),
],
)
@@ -21,12 +21,12 @@ image = pipe(
num_inference_steps=50, embedded_guidance=3.5,
seed=0
)
image.save(f"image_1.jpg")
image.save("image_1.jpg")
mask = np.zeros((1024, 1024, 3), dtype=np.uint8)
mask[200:400, 400:700] = 255
mask = Image.fromarray(mask)
mask.save(f"image_mask.jpg")
mask.save("image_mask.jpg")
inpaint_image = image
@@ -36,7 +36,7 @@ image = pipe(
flex_inpaint_image=inpaint_image, flex_inpaint_mask=mask,
seed=4
)
image.save(f"image_2_new.jpg")
image.save("image_2.jpg")
control_image = Annotator("canny")(image)
control_image.save("image_control.jpg")
@@ -47,4 +47,4 @@ image = pipe(
flex_control_image=control_image,
seed=4
)
image.save(f"image_3_new.jpg")
image.save("image_3.jpg")