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@@ -189,7 +189,7 @@ Here you can select your checkpoint and VAE. We will go over what these are and
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  ![Extensions](images/extensions.png)
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- Here are some useful extensions. If you're using the colab in this guide you already have most of these, otherwise I hugely recommend you manually add the first 2:
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  * [ADetailer](https://github.com/Bing-su/adetailer) - Improves the faces or other features of your generated images by refining those details.
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  * [Infinite image browser](https://github.com/zanllp/sd-webui-infinite-image-browsing) - This will let you browse your past generated images very efficiently, as well as directly sending their prompts and parameters back to txt2img, img2img, etc.
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  * [TagComplete](https://github.com/DominikDoom/a1111-sd-webui-tagcomplete) - Absolutely essential for anime art. It will show you the matching booru tags as you type. Anime models work via booru tags, and prompts without them usually don't work, so knowing them is godmode. Not all tags will work well in all models though, specially if they're rare.
@@ -205,7 +205,7 @@ LoRA or *Low-Rank Adaptation* is a form of **Extra Network** and the latest tech
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  Loras can represent a character, an artstyle, poses, clothes, or even a human face (though I do not endorse this). Checkpoints are usually capable enough for general work, but when it comes to specific details with little existing examples, you'll need a Lora. They can be downloaded from [civitai](https://civitai.com) or [elsewhere (NSFW)](https://gitgud.io/gayshit/makesomefuckingporn#lora-list) and are usually between 9 MB and 144 MB. Note that bigger Loras are not necessarily better. They come in `.safetensors` format, same as most checkpoints.
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- Place your Lora files in the `webui/models/Lora` folder, or if you're using the colab in this guide paste the direct download link into the `custom_urls` text box. Then, look for the 🎴 *Show extra networks* button below the big orange Generate button. It will open a new section either directly below or at the very bottom. Click on the Lora tab and press the **Refresh** button to scan for new Loras. When you click a Lora in that menu it will get added to your prompt, looking like this: `<lora:filename:1>`. The start is always the same. The filename will be the exact filename in your system without the `.safetensors` extension. Finally, the number is the weight, like we saw [earlier ▲](#promptweight). Most Loras work between 0.5 and 1 weight, and too high values might "fry" your image, specially if using multiple Loras at the same time.
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  ![Extra Networks](images/extranetworks.png)
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@@ -221,8 +221,6 @@ As mentioned in [Generation Parameters ▲](#gen), normally you shouldn't go abo
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  You can download additional upscalers and put them in your `stable-diffusion-webui/models/ESRGAN` folder. They will then be available in Hires fix, Ultimate Upscaler, and Extras.
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- The colab in this guide comes with several of them, including **Remacri**, which is a great all-around upscaler for all sorts of images.
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-
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  * A few notable ones can be [found here](https://huggingface.co/hollowstrawberry/upscalers-backup/tree/main/ESRGAN).
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  * LDSR is an advanced yet slow upscaler, its model and config can be [found here](https://huggingface.co/hollowstrawberry/upscalers-backup/tree/main/LDSR) and both must be placed in `stable-diffusion-webui/models/LDSR`.
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  * This [upscaler model database](https://openmodeldb.info/) contains a ton of possible choices.
 
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  ![Extensions](images/extensions.png)
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+ Here are some useful extensions.
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  * [ADetailer](https://github.com/Bing-su/adetailer) - Improves the faces or other features of your generated images by refining those details.
194
  * [Infinite image browser](https://github.com/zanllp/sd-webui-infinite-image-browsing) - This will let you browse your past generated images very efficiently, as well as directly sending their prompts and parameters back to txt2img, img2img, etc.
195
  * [TagComplete](https://github.com/DominikDoom/a1111-sd-webui-tagcomplete) - Absolutely essential for anime art. It will show you the matching booru tags as you type. Anime models work via booru tags, and prompts without them usually don't work, so knowing them is godmode. Not all tags will work well in all models though, specially if they're rare.
 
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  Loras can represent a character, an artstyle, poses, clothes, or even a human face (though I do not endorse this). Checkpoints are usually capable enough for general work, but when it comes to specific details with little existing examples, you'll need a Lora. They can be downloaded from [civitai](https://civitai.com) or [elsewhere (NSFW)](https://gitgud.io/gayshit/makesomefuckingporn#lora-list) and are usually between 9 MB and 144 MB. Note that bigger Loras are not necessarily better. They come in `.safetensors` format, same as most checkpoints.
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+ Place your Lora files in the `webui/models/Lora` folder. Then, look for the 🎴 *Show extra networks* button below the big orange Generate button. It will open a new section either directly below or at the very bottom. Click on the Lora tab and press the **Refresh** button to scan for new Loras. When you click a Lora in that menu it will get added to your prompt, looking like this: `<lora:filename:1>`. The start is always the same. The filename will be the exact filename in your system without the `.safetensors` extension. Finally, the number is the weight, like we saw [earlier ▲](#promptweight). Most Loras work between 0.5 and 1 weight, and too high values might "fry" your image, specially if using multiple Loras at the same time.
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  ![Extra Networks](images/extranetworks.png)
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  You can download additional upscalers and put them in your `stable-diffusion-webui/models/ESRGAN` folder. They will then be available in Hires fix, Ultimate Upscaler, and Extras.
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  * A few notable ones can be [found here](https://huggingface.co/hollowstrawberry/upscalers-backup/tree/main/ESRGAN).
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  * LDSR is an advanced yet slow upscaler, its model and config can be [found here](https://huggingface.co/hollowstrawberry/upscalers-backup/tree/main/LDSR) and both must be placed in `stable-diffusion-webui/models/LDSR`.
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  * This [upscaler model database](https://openmodeldb.info/) contains a ton of possible choices.