theluyuan/DiffSynth-Studio
1
0
Fork 0
mirror of https://github.com/modelscope/DiffSynth-Studio.git synced 2026-04-24 23:26:15 +00:00
Code Issues Packages Projects Releases Wiki Activity

update sd training scripts

Browse Source
This commit is contained in:
Artiprocher
2026-04-24 14:30:09 +08:00
parent 5cdab9ed01
commit 3799bdc23a
23 changed files with 323 additions and 612 deletions
Download Patch File Download Diff File Expand all files Collapse all files

19
examples/stable_diffusion_xl/model_training/validate_full/StableDiffusionXL.py
View File

@@ -1,19 +0,0 @@
from diffsynth.pipelines.stable_diffusion_xl import StableDiffusionXLPipeline, ModelConfig
import torch
pipe = StableDiffusionXLPipeline.from_pretrained(
torch_dtype=torch.float32,
device="cuda",
model_configs=[
ModelConfig(model_id="AI-ModelScope/stable-diffusion-xl-base-1.0", origin_file_pattern="text_encoder/model.safetensors"),
ModelConfig(model_id="AI-ModelScope/stable-diffusion-xl-base-1.0", origin_file_pattern="text_encoder_2/model.safetensors"),
ModelConfig(model_id="AI-ModelScope/stable-diffusion-xl-base-1.0", origin_file_pattern="unet/diffusion_pytorch_model.safetensors"),
ModelConfig(model_id="AI-ModelScope/stable-diffusion-xl-base-1.0", origin_file_pattern="vae/diffusion_pytorch_model.safetensors"),
],
tokenizer_config=ModelConfig(model_id="AI-ModelScope/stable-diffusion-xl-base-1.0", origin_file_pattern="tokenizer/"),
tokenizer_2_config=ModelConfig(model_id="AI-ModelScope/stable-diffusion-xl-base-1.0", origin_file_pattern="tokenizer_2/"),
)
prompt = "dog, white and brown dog, sitting on wall, under pink flowers"
image = pipe(prompt=prompt, seed=42, rand_device="cuda", num_inference_steps=50, cfg_scale=5.0)
image.save("image.jpg")