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README.md
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README.md
@ -7,12 +7,12 @@ This is a Diffusers-based script for running Stable Diffusion on [Modal](https:/
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## Features
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## Features
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1. Image generation using txt2img
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1. Image generation using txt2img
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2. Upscaling
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2. Upscaling
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| Before upscaling | After upscaling |
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| Before upscaling | After upscaling |
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| ---- | ---- |
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| ---------------------------------------------------------------- | ---------------------------------------------------------------- |
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| <img src="assets/20230708204347_1172778945_0_0.png" width="300"> | <img src="assets/20230708204347_1172778945_0_2.png" width="300"> |
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| <img src="assets/20230708204347_1172778945_0_0.png" width="300"> | <img src="assets/20230708204347_1172778945_0_2.png" width="300"> |
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## Requirements
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## Requirements
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@ -105,9 +105,7 @@ controlnets:
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repo_id: lllyasviel/control_v11f1e_sd15_tile
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repo_id: lllyasviel/control_v11f1e_sd15_tile
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```
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```
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Use a model configured for Diffusers, such as the one found in [this repository](https://huggingface.co/stabilityai/stable-diffusion-2-1).
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Use a model configured for Diffusers, such as the one found in [this repository](https://huggingface.co/stabilityai/stable-diffusion-2-1). Files in safetensor format shared by Civitai etc. need to be converted (you can do so with a script in the diffusers official repository).
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Files in safetensor format shared by Civitai etc. need to be converted (you can do so with a script in the diffusers official repository).
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[https://github.com/huggingface/diffusers/blob/main/scripts/convert_original_stable_diffusion_to_diffusers.py](https://github.com/huggingface/diffusers/blob/main/scripts/convert_original_stable_diffusion_to_diffusers.py)
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[https://github.com/huggingface/diffusers/blob/main/scripts/convert_original_stable_diffusion_to_diffusers.py](https://github.com/huggingface/diffusers/blob/main/scripts/convert_original_stable_diffusion_to_diffusers.py)
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@ -119,6 +117,15 @@ python ./diffusers/scripts/convert_original_stable_diffusion_to_diffusers.py --f
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--device='cuda:0'
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--device='cuda:0'
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```
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```
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LoRA and Textual Inversion don't require any conversion and can directly use safetensors files. Add the download link to config.yml as below.
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```
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# Example
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loras:
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- name: lora_name.safetensors # Specify the LoRA file name. Any name is fine, but the extension `.safetensors` is required.
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download_url: download_link_here # Specify the download link for the safetensor file.
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```
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### 4. Setting prompts
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### 4. Setting prompts
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Set the prompt to Makefile.
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Set the prompt to Makefile.
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17
README_ja.md
17
README_ja.md
@ -10,8 +10,8 @@
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2. アップスケーラーとControlNet Tileを利用した高解像度な画像を生成することができます。
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2. アップスケーラーとControlNet Tileを利用した高解像度な画像を生成することができます。
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| ベース画像 | アップスケール後 |
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| ベース画像 | アップスケール後 |
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| ---- | ---- |
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| ---------------------------------------------------------------- | ---------------------------------------------------------------- |
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| <img src="assets/20230708204347_1172778945_0_0.png" width="300"> | <img src="assets/20230708204347_1172778945_0_2.png" width="300"> |
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| <img src="assets/20230708204347_1172778945_0_0.png" width="300"> | <img src="assets/20230708204347_1172778945_0_2.png" width="300"> |
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3. その他、LoRAとTextual inversionを利用できます。
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3. その他、LoRAとTextual inversionを利用できます。
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@ -105,12 +105,19 @@ controlnets:
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repo_id: lllyasviel/control_v11f1e_sd15_tile
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repo_id: lllyasviel/control_v11f1e_sd15_tile
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```
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```
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ModelとVAEは[こちらのリポジトリ](https://huggingface.co/stabilityai/stable-diffusion-2-1)にあるような、Diffusersのために構成されたモデルを利用します。
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ModelとVAEは[こちらのリポジトリ](https://huggingface.co/stabilityai/stable-diffusion-2-1)にあるような、Diffusersのために構成されたモデルを利用します。Civitaiなどで共有されているsafetensors形式のファイルは変換が必要です(diffusersの公式リポジトリにあるスクリプトで変換できます)。
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Civitaiなどで共有されているsafetensors形式のファイルは変換が必要です(diffusersの公式リポジトリにあるスクリプトで変換できます)。
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[変換スクリプト](https://github.com/huggingface/diffusers/blob/main/scripts/convert_original_stable_diffusion_to_diffusers.py)
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[変換スクリプト](https://github.com/huggingface/diffusers/blob/main/scripts/convert_original_stable_diffusion_to_diffusers.py)
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LoRAとTextual Inversionは変換不要で、safetensorsファイルをそのまま利用できます。
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```
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# 設定例
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loras:
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- name: mecha.safetensors # ファイル名を指定。任意の名前で良いが、拡張子`.safetensors`は必須。
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download_url: https://civitai.com/api/download/models/150907?type=Model&format=SafeTensor # ダウンロードリンクを指定
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```
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```
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```
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# 変換スクリプトの使用例
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# 変換スクリプトの使用例
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python ./diffusers/scripts/convert_original_stable_diffusion_to_diffusers.py --from_safetensors \
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python ./diffusers/scripts/convert_original_stable_diffusion_to_diffusers.py --from_safetensors \
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