官方提供了转换脚本convert_diffusers_to_original_stable_diffusion.py,在scripts/目录下,可以直接使用官方提供的这个脚本转换,默认转换为.ckpt格式,如果想保存为safetensors格式,添加--use_safetensors即可,转换完成后即可导入stable-diffusion-webui中使用,使用方式见这里 Lora 目前官方还没有提供可以从Diffusers格式的Lo...
---> 1 pipeline.load_lora_weights("/content/loras/test_model.safetensors") 1 frames [/usr/local/lib/python3.10/dist-packages/diffusers/loaders.py](https://localhost:8080/#) in lora_state_dict(cls, pretrained_model_name_or_path_or_dict, **kwargs) 1082 or k.startswith("lora_te2_")...
# For using a single LoRA with the pipeline. lora_safetensors_path = "lora.safetensors" pipe.load_lora_weights(lora_safetensors_path 可以将多个 LoRA 加载到管道中,并使用不同的缩放因子来进一步定制模型的输出!缩放因子用于定义每个加载的 LoRA 对最终输出的贡献程度!这允许进行更多定制! # Using mul...
pipe.load_lora_weights(lora_safetensors_path 可以将多个 LoRA 加载到管道中,并使用不同的缩放因子来进一步定制模型的输出!缩放因子用于定义每个加载的 LoRA 对最终输出的贡献程度!这允许进行更多定制! # Using multiple LoRAs with different scaling factors. lora_dirs = ["lora1.safetensors", "lora2.safet...
首先是 LoRA 权重的嵌入，目前 Civitai 平台上提供的权重主要以 ckpt 或 safetensors 格式存储，分以下两种情况。（1）Full model（base model + LoRA 模块）如果 full model 是 safetensors 格式，可以通过以下 diffusers 脚本转换 python ./scripts/convert_original_stable_diffusion_to_diffusers.py --checkpoint...
Describe the bug I have downloaded lora from civitai which is in .safetensor format. When i load it using below code, pipe = StableDiffusionPipeline.from_pretrained("runwayml/stable-diffusion-v1-5", torch_dtype=torch.float16) pipe.unet.l...
import torchfrom diffusers import SD3Transformer2DModel, StableDiffusion3Pipelinetransformer = SD3Transformer2DModel.from_single_file("https://huggingface.co/stabilityai/stable-diffusion-3.5-large-turbo/blob/main/sd3.5_large.safetensors", torch_dtype=torch.bfloat16,)pipe = StableDiffusion3Pipeline...
"https://huggingface.co/stabilityai/stable-diffusion-3.5-large-turbo/blob/main/sd3.5_large.safetensors", torch_dtype=torch.bfloat16, ) pipe = StableDiffusion3Pipeline.from_pretrained( "stabilityai/stable-diffusion-3.5-large", transformer=transformer, ...
Introduced the most simple way (one line code) to load LoRA safetensors file into Diffusers Stable Diffusion pipeline. Provide a simple hacky way to feed LoRA weights during the LoRA loading stage. References [1] Hugging Face, Low-Rank Adaptation of Large Language Models (LoRA),https://huggi...
首先是 LoRA 权重的嵌入,目前 Civitai 平台上提供的权重主要以 ckpt 或 safetensors 格式存储,分以下两种情况。(1 python./scripts/convert_original_stable_diffusion_to_diffusers.py --checkpoint_path xxx.safetensors --dump_path save_dir --from_safetensors...