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refine code

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Artiprocher
2025-07-29 18:47:16 +08:00
parent 7df48fc2b5
commit 9c51623fc2
14 changed files with 124 additions and 18 deletions
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6
examples/flux/model_inference/Nexus-Gen-Editing.py
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@@ -2,7 +2,8 @@ import importlib
import torch
from PIL import Image
from diffsynth.pipelines.flux_image_new import FluxImagePipeline, ModelConfig
from modelscope import snapshot_download, dataset_snapshot_download
from modelscope import dataset_snapshot_download
if importlib.util.find_spec("transformers") is None:
raise ImportError("You are using Nexus-GenV2. It depends on transformers, which is not installed. Please install it with `pip install transformers==4.49.0`.")
@@ -10,7 +11,7 @@ else:
import transformers
assert transformers.__version__ == "4.49.0", "Nexus-GenV2 requires transformers==4.49.0, please install it with `pip install transformers==4.49.0`."
snapshot_download("DiffSynth-Studio/Nexus-GenV2", local_dir="models/DiffSynth-Studio/Nexus-GenV2")
pipe = FluxImagePipeline.from_pretrained(
torch_dtype=torch.bfloat16,
device="cuda",
@@ -21,6 +22,7 @@ pipe = FluxImagePipeline.from_pretrained(
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"),
],
nexus_gen_processor_config=ModelConfig("DiffSynth-Studio/Nexus-GenV2", origin_file_pattern="processor"),
)
dataset_snapshot_download(dataset_id="DiffSynth-Studio/examples_in_diffsynth", local_dir="./", allow_file_pattern=f"data/examples/nexusgen/cat.jpg")

5
examples/flux/model_inference/Nexus-Gen-Generation.py
View File

@@ -1,7 +1,7 @@
import importlib
import torch
from diffsynth.pipelines.flux_image_new import FluxImagePipeline, ModelConfig
from modelscope import snapshot_download
if importlib.util.find_spec("transformers") is None:
raise ImportError("You are using Nexus-GenV2. It depends on transformers, which is not installed. Please install it with `pip install transformers==4.49.0`.")
@@ -9,7 +9,7 @@ else:
import transformers
assert transformers.__version__ == "4.49.0", "Nexus-GenV2 requires transformers==4.49.0, please install it with `pip install transformers==4.49.0`."
snapshot_download("DiffSynth-Studio/Nexus-GenV2", local_dir="models/DiffSynth-Studio/Nexus-GenV2")
pipe = FluxImagePipeline.from_pretrained(
torch_dtype=torch.bfloat16,
device="cuda",
@@ -20,6 +20,7 @@ pipe = FluxImagePipeline.from_pretrained(
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"),
],
nexus_gen_processor_config=ModelConfig("DiffSynth-Studio/Nexus-GenV2", origin_file_pattern="processor"),
)
prompt = "一只可爱的猫咪"