Gets the correct alpha name for the Diffusers model. """# 检查 lora_name_alpha 是否以 "lora_unet_" 开头iflora_name_alpha.startswith("lora_unet_"):# 设置前缀为 "unet."prefix ="unet."# 检查 lora_name_alpha 是否以 "lora_te_" 或 "lora_te1_" 开头eliflora_name_alpha.startswith(("l...
用于发出警告信息fromtypingimportAny,Callable,Dict,List,Optional,Union# 导入类型提示相关的类importPIL.Image# 导入 PIL.Image 模块,用于图像处理importtorch# 导入 PyTorch 库,用于深度学习fromtransformersimportCLIPImageProcessor, CLIPTextModel, CLIPTokenizer# 从 transformers 导入相关模型和处理器from...image_proc...
for inputs, targets in data_loader: # 前向传播 outputs = control_net(inputs, targets) loss = compute_loss(outputs, targets) # 反向传播 loss.backward() optimizer.step()\n optimizer.zero_grad() # 保存模型 if epoch % save_interval == 0: save_model(control_net, epoch) 6. 实际应用 训...
Negative prompt: (low quality:1.3), (worst quality:1.3) Steps: 30, Sampler: Euler, CFG scale: 9, Seed: 1875473241, Size: 512x768, Model hash: fc2511737a, Model: chilloutmix_NiPrunedFp32Fix, Lora hashes: "blindbox_v1_mix: ee3fbe5a8576", Version: v1.3.2 sd-webui中 Diffusers中...
ppdiffusers是一款支持多种模态(如文本图像跨模态,图像,语音)扩散模型(diffusion model)训练和推理的国产化工具箱,依托于paddlepaddle框架和paddlenlp自然语言处理开发库. 一,项目背景 创作动机 当前市场上存在一些图像处理的产品或服务,大部分功能十分强大,但是也让其对于新手来说,不是那么好入门,它们通常缺乏文本引导的...
models_dir, 'diffusers', model_path) 235 + return load_diffusers(model_path, fp16=True, output_vae=output_vae, output_clip=output_clip, embedding_directory=folder_paths.get_folder_paths("embeddings")) 236 + 237 + 222 238 class unCLIPCheckpointLoader: 223 239 @classmethod 224 240...
Similar issues: #10512 #10496 Reproduction import torch from diffusers import BitsAndBytesConfig as DiffusersBitsAndBytesConfig, FluxTransformer2DModel, FluxPipeline from huggingface_hub import hf_hub_download transformer_8bit = FluxTran...
class_vars = collect_model_fields(cls, bases, config_wrapper, types_namespace, typevars_map=typevars_map) File "/mnt/auto/sd/python/pydantic/_internal/_fields.py", line 98, in collect_model_fields type_hints = get_cls_type_hints_lenient(cls, types_namespace) File "/mnt/auto/sd/pytho...
Model NO. 500/750/1000mm Type Diffuser Method Biological Treatment Usage Industrial, Agriculture Color Black Material EPDM/Silicon / Membrane Connector 3/4 NPT Diameter 65mm Service Life More Than 8 Year Bubble Size 1-2mm Bubble Type Fine Bubble A...
from diffusers import AmusedPipeline, AmusedScheduler, EMAModel, UVit2DModel, VQModel from diffusers.loaders import AmusedLoraLoaderMixin from diffusers.utils import is_wandb_available if is_wandb_available(): import wandb logger = get_logger(__name__, log_level="INFO") def...