wget-qhttps://raw.githubusercontent.com/huggingface/diffusers/main/examples/text_to_image/train_text_to_image_lora.py Training a LoRA with Diffusers Library For fine-tuning, you will be using thePokémon BLIP captions with English and Chinese dataseton the base modelrunwayml/stable-diffusion-v1...
现在我们有一个数据集,我们需要原始模型的Stable Diffusion模型,可在此处下载,(名称为:sd-v1-4-full-ema.ckpt)接下来我们需要设置训练的代码和环境。我们将使用原始训练代码的一个分支,该分支已经过修改以使其能更友好地进行微调:justinpinkney/stable-diffusion。 Stable Diffusion 使用基于 yaml 的配置文件以及传递...
Because full-model fine-tuning of Stable Diffusion is challenging and time-consuming, the researchers leverage LoRA to simplify the fine-tuning process on a custom dataset. This makes it possible for developers to publisha single 3.29 MB filethat will allow others to access and use th...
We can test our fine-tuned model by running the cells below the “Inference” section of the notebook. The first cell loads the model we just trained and creates a new Stable Diffusion pipeline from which to sample images. We can set a seed to control random effects in the second cell....
Stable Diffusion(简称SD)是一种基于扩散过程的图像生成模型,应用于文生图场景,能够帮助用户生成图像。SDXL Finetune是指在已经训练好的SDXL模型基础上,使用新的数据集进行微调(fine-tuning)以优化模型性能的过程。本文档主要介绍如何在ModelArts Standard上,利用训
In this example we'll use model version `v1-4`, so you'll need to visit [its card](https://huggingface.co/CompVis/stable-diffusion-v1-4), read the license and tick the checkbox if you agree. You have to be a registered user in 🤗 Hugging Face Hub, and you'll also need ...
This post will show you how to fine-tune a Stable Diffusion model on an Intel Sapphire Rapids CPU cluster. We will use[textual inversion](https://huggingface.co/docs/diffusers/training/text_inversion), a technique that only requires a small number of example images. We'll use only five!
如针对特定任务让模型编排API(论文:GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction)、模拟特定人的说话方式(character.ai 产品,目前估值10亿美元)、让模型支持特定语言,还有B站上各种 stable diffusion 炼丹教程,都用到了微调技术。...
git clone https://github.com/huggingface/diffusers.git cd diffusers pip install . Step 4:We add Intel Extension for PyTorch to the fine-tuning script indiffusers/examples/textual_inversion.To do that, we import the Intel extension and optimize the U-Net and Variable Auto Encoder models. Pl...
如针对特定任务让模型编排API(论文:GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction)、模拟特定人的说话方式(character.ai 产品,目前估值10亿美元)、让模型支持特定语言,还有B站上各种 stable diffusion 炼丹教程,都用到了微调技术。...