导入替换示例文档字符串的函数scale_lora_layers,# 导入用于缩放 Lora 层的函数unscale_lora_layers,# 导入用于取消缩放 Lora 层的函数)from...utils.torch_utilsimportrandn_tensor# 从工具模块导入生成随机张量的函数from..pipeline_utilsimportDiffusionPipeline, StableDiffusionMixin# 从管道工具模块导入相关类from.....
)# 从实用工具模块导入随机张量生成函数from...utils.torch_utilsimportrandn_tensor# 从管道工具模块导入扩散管道和稳定扩散相关的混合类from..pipeline_utilsimportDiffusionPipeline, StableDiffusionMixin# 从稳定扩散模块导入输出类from..stable_diffusionimportStableDiffusionPipelineOutput# 从安全检查器模块导入稳定扩散安...
diffusers.utils.logging.set_verbosity_info() else: datasets.utils.logging.set_verbosity_error() diffusers.utils.logging.set_verbosity_error() 之后其他版本的训练脚本会有一段设置随机种子的代码,我们给这份脚本补上。 # If passed along, set the training seed now. if args.seed is not None: set_see...
没安装torch cuda的,可以参考用这个命令装一下python3.10版本,torch2.0的。 linux的 pip install https://download.pytorch.org/whl/cu117/torch-2.0.0%2Bcu117-cp310-cp310-linux_x86_64.whl https://download.pytorch.org/whl/cu117/torchaudio-2.0.1%2Bcu117-cp310-cp310-linux_x86_64.whl https://d...
Jan 5, 2023 utils [Deterministic torch randn] Allow tensors to be generated on CPU (hug… Jan 4, 2023 .gitignore Added a README page for docs and a "schedulers" page (huggingface#1710) Dec 16, 2022 CODE_OF_CONDUCT.md [Docs] Add some guides (huggingface#276) Aug 31, 2022 ...
pip install --upgrade diffusers[torch] Withconda(maintained by the community): conda install -c conda-forge diffusers Flax Withpip(official package): pip install --upgrade diffusers[flax] Apple Silicon (M1/M2) support Please refer to theHow to use Stable Diffusion in Apple Siliconguide. ...
from diffusers.utils.torch_utils import is_compiled_module # 参考train_controlnet.py 此训练中不涉及unet的训练,只训练encoder和decoder logger = get_logger(__name__) #导入模型 def import_model_class_from_model_name_or_path(pretrained_model_name_or_path: str, revision: str): ...
fromdiffusersimportDDPMSchedulernoise_scheduler=DDPMScheduler(num_train_timesteps=1000,tensor_format="pt") 下記のようにして,ノイズを加えられた画像を生成することができます. importtorchfromPILimportImagenoise=torch.randn(sample_image.shape)timesteps=torch.LongTensor([50])noisy_image=noise_scheduler...
# 用于还原 LoRA 层的函数)from...utils.torch_utilsimportrandn_tensor# 导入用于生成随机张量的函数from...video_processorimportVideoProcessor# 导入视频处理器类from..pipeline_utilsimportDiffusionPipeline, StableDiffusionMixin# 导入扩散管道和稳定扩散混合类from.importTextToVideoSDPipelineOutput# 导入文本到视频...
UNet2DConditionModel# 各种模型from...schedulersimportKarrasDiffusionSchedulers# 调度器from...utilsimportdeprecate, logging# 工具函数和日志记录from...utils.torch_utilsimportrandn_tensor# 随机张量生成from...pipeline_utilsimportDiffusionPipeline, ImagePipelineOutput# 管道相关工具from.modeling_text_unetimportUNe...