使用Stable Diffusion的朋友开始的时候会下载很多模型,然后慢慢根据自己的需要来选择使用。但是新手往往会被搞晕:那么多模型应该放在哪个目录下才能生效?我们根据资料大概整理了一下,供大家参考。
Fine-tuned Model Checkpoints (Dreambooth Models)
- Download the custom model
- Place the model inside the models/Stable-diffusion directory of your AUTOMATIC1111 Web UI instance
- Refresh your model list or restart the Stable Diffusion Web UI
- Select the custom model from the Stable Diffusion checkpoint input field
- Use the trained keyword in a prompt (listed on the custom model’s page)
- Make awesome images!
Checkpoints 模型:放在models/Stable-diffusion 目录下
Textual Inversions
- Download the textual inversion
- Place the textual inversion inside the embeddings directory of your AUTOMATIC1111 Web UI instance
- Use the trained keyword in a prompt (listed on the textual inversion’s page)
- Make awesome images!
Textual Inversions(文本):放在embeddings 目录下
Aesthetic Gradients
- Install the Aesthetic Gradients extension
- Download the aesthetic gradient
- Place the aesthetic graident inside the aesthetic_embeddings directory of your AUTOMATIC1111 Web UI instance
- Restart the Stable Diffusion Web UI
- Adjust the aesthetic gradient setting
- Make awesome images!
Aesthetic Gradients(梯度):放在 aesthetic_embeddings目录下
Hypernetwork
- Download the hypernetwork
- Place the hypernetwork inside the models/hypernetworks directory of your AUTOMATIC1111 Web UI instance
- Restart the Stable Diffusion Web UI
- Select the hypernetwork from the Hypernetwork input field in settings
- Adjust the hypernetwork strength using the Hypernetwork strength range slider in settings
- Make awesome images!
Hypernetwork(超级网络):放在 models/hypernetworks目录下
- Download the LoRA
- Place the file inside the models/lora folder
- Click on the show extra networks button under the Generate button (purple icon)
- Go to the Lora tab and refresh if needed
- Click on the one you want to apply, it will be added in the prompt
- Make sure to adjust the weight, by default it’s :1 which is usually to high
LORA:放在 models/lora目录下
(Low-Rank Adaptation of Large Language Models 基于大型语言模型的低阶自适应,是经过特殊训练后的一个微调补充)
LoRA
Old UI (Versions Prior to Jan 20th) 旧版
- Ensure that you’ve installed the Additional Networks extension, you can do this from the extensions tab. After installing you will need to restart AUTOMATIC1111.
- Download the LoRA
- Place the file inside the extensions/sd-webui-additional-networks/models/lora folder
- On the txt2img or img2img tab, dropdown the Additional Networks area at the bottom of the page
- Check enable
- Set Model 1 to the LoRA model you downloaded
- Set Weight 1 to a 0.85 a good starting value and adjust as needed
- Make awesome images!
确保安装了Additional Networks,然后放在extensions/sd-webui-additional-networks/models/lora目录下。
Note: You can use a LoRA with any model, but usually they are trained on a specific model and will perform best on that model or a derivative of that model.LoRA可以用于任何模型下,但是实际上最好是放在训练时的大模型下能达到最佳效果。
LoCon
- Ensure that you’re utilizing the latest version of Automatic1111 or that you’ve installed the LoCon Extension
- Download the LoCon
- Place the file inside the models/LyCORIS folder
- Click on the show extra networks button under the Generate button (purple icon)
- Go to the LyCORIS tab and refresh if needed
- Click on the one you want to apply, it will be added in the prompt
- Make sure to adjust the weight, by default it’s :1 which is usually too high
LoCon:放在 models/LyCORIS目录下
Wildcards
- Ensure that you’ve installed the Wildcard Extension
- Download the Wildcards archive
- Extract the archive into extensions/stable-diffusion-webui-wildcards/wildcards
- Use one or many of the wildcard words in your prompt to trigger the word replacement on generation (ex. __hair-style__)
Wildcards:确保安装了 Wildcard 扩展,然后放在extensions/stable-diffusion-webui-wildcards/wildcards目录下
Motion Module
- Ensure that you’ve installed the AnimateDiff Extension
- Download the Motion Module
- Place the file inside the extensions/sd-webui-animatediff/model/ folder
Motion Module:确保安装了AnimateDiff 扩展,然后放在extensions/sd-webui-animatediff/model/ 目录下
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