theluyuan/DiffSynth-Studio
1
0
Fork 0
mirror of https://github.com/modelscope/DiffSynth-Studio.git synced 2026-03-24 18:28:10 +00:00
Code Issues Packages Projects Releases Wiki Activity

diffsynth 2.0 prototype

Browse Source
This commit is contained in:
Artiprocher
2025-11-04 10:59:29 +08:00
parent a30ed9093f
commit 288fb7604c
664 changed files with 3581 additions and 2237905 deletions
Download Patch File Download Diff File Expand all files Collapse all files

28
examples/flux/model_training/validate_full/Nexus-Gen.py
View File

@@ -1,28 +0,0 @@
import torch
from PIL import Image
from diffsynth.pipelines.flux_image_new import FluxImagePipeline, ModelConfig
from diffsynth import load_state_dict
pipe = FluxImagePipeline.from_pretrained(
torch_dtype=torch.bfloat16,
device="cuda",
model_configs=[
ModelConfig(model_id="DiffSynth-Studio/Nexus-GenV2", origin_file_pattern="model*.safetensors"),
ModelConfig(model_id="DiffSynth-Studio/Nexus-GenV2", origin_file_pattern="edit_decoder.bin"),
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"),
],
)
state_dict = load_state_dict("models/train/FLUX.1-NexusGen-Edit_full/epoch-0.safetensors")
pipe.dit.load_state_dict(state_dict)
ref_image = Image.open("data/example_image_dataset/nexus_gen/image_1.png").convert("RGB")
prompt = "Add a pair of sunglasses."
image = pipe(
prompt=prompt, negative_prompt="",
seed=42, cfg_scale=2.0, num_inference_steps=50,
nexus_gen_reference_image=ref_image,
height=512, width=512,
)
image.save("NexusGen-Edit_full.jpg")