lora_dropout: float, merge_weights: bool, ): self.r = r self.lora_alpha = lora_alpha # Optional dropout if lora_dropout > 0.: self.lora_dropout = nn.Dropou
pipe.load_lora_weights(ldir) # And scale them accordingly. pipe.fuse_lora(lora_scale = lsc) 一旦将检查点和 LoRA 添加到管道中,就可以像往常一样使用提示和负提示生成图像,并可以使用所有其他花哨的功能,例如 CLIP 跳过、调度程序、提示嵌入等! 用于生成以下示例输出的 Python 代码可通过我的 GitHub 存储...
My trained lora is here. It only finetunes the unet backbone. When I use flux_pipe.load_lora_weights('./lora/', weight_name='dog_and_cat_special_key.safetensors'), it doesn't take effect. I debug the code, inside the load_lora_weights me...
torch_dtype=torch.float16,safety_checker=None)pipe=pipe.to("cuda")lora_path="<path/to/lora.safetensors>"pipe.load_lora_weights(lora_path)seed=int.from_bytes(os.urandom(2),"big")generator=torch.Generator("cuda").manual_seed(seed)image=pipe(prompt="(masterpiece),(best quality),(ultra-d...
动态加载Lora 如果需要动态加载C站的Lora,直接在代码中执行pipeline.load_lora_weights(lora_path)是不行的。对于v0.19.2及以上版本,需要用如下方式: 代码语言:txt AI代码解释 from diffusers import DiffusionPipeline pipeline = DiffusionPipeline.from_pretrained( "runwayml/stable-diffusion-v1-5" ) lora_path ...
Traceback (most recent call last): File "/home/sayak/diffusers/load_loras_flux.py", line 18, in <module> pipe.load_lora_weights( File "/home/sayak/diffusers/src/diffusers/loaders/lora_pipeline.py", line 1846, in load_lora_weights self.load_lora_into_transformer( File "/home/sayak/diff...
- [`~loaders.StableDiffusionLoraLoaderMixin.load_lora_weights`] 用于加载 LoRA 权重 - [`~loaders.StableDiffusionLoraLoaderMixin.save_lora_weights`] 用于保存 LoRA 权重 - [`~loaders.FromSingleFileMixin.from_single_file`] 用于加载 `.ckpt` 文件 ...
- [`~loaders.StableDiffusionXLLoraLoaderMixin.save_lora_weights`] 用于保存 LoRA 权重 - [`~loaders.IPAdapterMixin.load_ip_adapter`] 用于加载 IP 适配器""" # 定义函数参数的文档字符串,说明每个参数的用途和类型 Args: vae ([`AutoencoderKL`]): # 变分自编码器(VAE)模型,用于将图像编码和解码为潜...
应用利用文心大模型的强大能力,为您提供精准的绘画提示词,兼容 SD1.5、SDXL 和 SD3 模型,支持自定义模型和 Lora 模型渲染个性化图像。无论您是专业艺术家还是创意爱好者,这款应用都将为您 - 飞桨AI Studio星河社区
加载LoRA示例：首先加载pipeline，确定提示，观察底模生成效果。使用load_lora_weights方法加载示例LoRA：ostris/super-cereal-sdxl-lora，指定权重文件名，生成效果显著。IP-Adapter适配器能将图像作为prompt，解耦图像和文本特征交叉注意力层，提供额外的图像条件，实现与文本条件并行的生成。加载IP-Adapter权重...