Duplicate from Axesys/Waifu-AI

Co-authored-by: Axesys <Axesys@users.noreply.huggingface.co>

.gitattributes

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text

README.md

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+---
+title: Waifu AI
+emoji: 💻
+colorFrom: pink
+colorTo: purple
+sdk: gradio
+sdk_version: 3.12.0
+app_file: app.py
+pinned: false
+license: openrail
+duplicated_from: Axesys/Waifu-AI
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

@@ -0,0 +1,50 @@
+import os
+from subprocess import getoutput
+
+gpu_info = getoutput('nvidia-smi')
+if("A10G" in gpu_info):
+    os.system(f"pip install -q https://github.com/camenduru/stable-diffusion-webui-colab/releases/download/0.0.15/xformers-0.0.15.dev0+4c06c79.d20221205-cp38-cp38-linux_x86_64.whl")
+elif("T4" in gpu_info):
+    os.system(f"pip install -q https://github.com/camenduru/stable-diffusion-webui-colab/releases/download/0.0.15/xformers-0.0.15.dev0+1515f77.d20221130-cp38-cp38-linux_x86_64.whl")
+
+os.system(f"git clone https://github.com/camenduru/stable-diffusion-webui /home/user/app/stable-diffusion-webui")
+os.chdir("/home/user/app/stable-diffusion-webui")
+os.environ['CUDA_VISIBLE_DEVICES'] ='0'
+
+os.system(f"wget -q https://github.com/camenduru/webui/raw/main/env_patch.py -O /home/user/app/env_patch.py")
+os.system(f"sed -i -e '/import image_from_url_text/r /home/user/app/env_patch.py' /home/user/app/stable-diffusion-webui/modules/ui.py")
+os.system(f"sed -i -e '/(modelmerger_interface, \"Checkpoint Merger\", \"modelmerger\"),/d' /home/user/app/stable-diffusion-webui/modules/ui.py")
+os.system(f"sed -i -e '/(train_interface, \"Train\", \"ti\"),/d' /home/user/app/stable-diffusion-webui/modules/ui.py")
+os.system(f"sed -i -e '/extensions_interface, \"Extensions\", \"extensions\"/d' /home/user/app/stable-diffusion-webui/modules/ui.py")
+os.system(f"sed -i -e '/settings_interface, \"Settings\", \"settings\"/d' /home/user/app/stable-diffusion-webui/modules/ui.py")
+os.system(f'''sed -i -e "s/document.getElementsByTagName('gradio-app')\[0\].shadowRoot/!!document.getElementsByTagName('gradio-app')[0].shadowRoot ? document.getElementsByTagName('gradio-app')[0].shadowRoot : document/g" /home/user/app/stable-diffusion-webui/script.js''')
+os.system(f"sed -i -e 's/                show_progress=False,/                show_progress=True,/g' /home/user/app/stable-diffusion-webui/modules/ui.py")
+os.system(f"sed -i -e 's/shared.demo.launch/shared.demo.queue().launch/g' /home/user/app/stable-diffusion-webui/webui.py")
+os.system(f"sed -i -e 's/ outputs=\[/queue=False, &/g' /home/user/app/stable-diffusion-webui/modules/ui.py")
+os.system(f"sed -i -e 's/               queue=False,  /                /g' /home/user/app/stable-diffusion-webui/modules/ui.py")
+
+if "IS_SHARED_UI" in os.environ:
+    os.system(f"rm -rfv /home/user/app/stable-diffusion-webui/scripts/")
+    
+    os.system(f"wget -q https://github.com/camenduru/webui/raw/main/shared-config.json -O /home/user/app/shared-config.json")
+    os.system(f"wget -q https://github.com/camenduru/webui/raw/main/shared-ui-config.json -O /home/user/app/shared-ui-config.json")
+
+    os.system(f"wget -q {os.getenv('MODEL_LINK')} -O /home/user/app/stable-diffusion-webui/models/Stable-diffusion/{os.getenv('MODEL_NAME')}")
+    os.system(f"wget -q {os.getenv('VAE_LINK')} -O /home/user/app/stable-diffusion-webui/models/Stable-diffusion/{os.getenv('VAE_NAME')}")
+    os.system(f"wget -q {os.getenv('YAML_LINK')} -O /home/user/app/stable-diffusion-webui/models/Stable-diffusion/{os.getenv('YAML_NAME')}")
+    
+    os.system(f"python launch.py --force-enable-xformers --disable-console-progressbars --enable-console-prompts --ui-config-file /home/user/app/shared-ui-config.json --ui-settings-file /home/user/app/shared-config.json --cors-allow-origins huggingface.co,hf.space --no-progressbar-hiding")
+else:
+    # Please duplicate this space and delete # character in front of the custom script you want to use or add here more custom scripts with same structure os.system(f"wget -q https://CUSTOM_SCRIPT_URL -O /home/user/app/stable-diffusion-webui/scripts/CUSTOM_SCRIPT_NAME.py")
+    os.system(f"wget -q https://gist.github.com/camenduru/9ec5f8141db9902e375967e93250860f/raw/d0bcf01786f20107c329c03f8968584ee67be12a/run_n_times.py -O /home/user/app/stable-diffusion-webui/scripts/run_n_times.py")
+    
+    # Please duplicate this space and delete # character in front of the extension you want to use or add here more extensions with same structure os.system(f"git clone https://EXTENSION_GIT_URL /home/user/app/stable-diffusion-webui/extensions/EXTENSION_NAME")
+    #os.system(f"git clone https://github.com/camenduru/stable-diffusion-webui-artists-to-study /home/user/app/stable-diffusion-webui/extensions/stable-diffusion-webui-artists-to-study")
+    
+    # Please duplicate this space and delete # character in front of the model you want to use or add here more ckpts with same structure os.system(f"wget -q https://CKPT_URL -O /home/user/app/stable-diffusion-webui/models/Stable-diffusion/CKPT_NAME.ckpt")
+    os.system(f"wget -q https://huggingface.co/Linaqruf/anything-v3.0/resolve/main/Anything-V3.0-pruned.ckpt -O /home/user/app/stable-diffusion-webui/models/Stable-diffusion/Anything-V3.0-pruned.ckpt")
+    os.system(f"wget -q https://huggingface.co/Linaqruf/anything-v3.0/resolve/main/Anything-V3.0.vae.pt -O /home/user/app/stable-diffusion-webui/models/Stable-diffusion/Anything-V3.0-pruned.vae.pt")
+
+    
+    os.system(f"python launch.py --force-enable-xformers --ui-config-file /home/user/app/ui-config.json --ui-settings-file /home/user/app/config.json --disable-console-progressbars --enable-console-prompts --cors-allow-origins huggingface.co,hf.space --no-progressbar-hiding --api --skip-torch-cuda-test")
+    

config.json

@@ -0,0 +1,114 @@
+{
+    "samples_save": true,
+    "samples_format": "png",
+    "samples_filename_pattern": "",
+    "save_images_add_number": true,
+    "grid_save": true,
+    "grid_format": "png",
+    "grid_extended_filename": false,
+    "grid_only_if_multiple": true,
+    "grid_prevent_empty_spots": false,
+    "n_rows": -1,
+    "enable_pnginfo": true,
+    "save_txt": false,
+    "save_images_before_face_restoration": false,
+    "save_images_before_highres_fix": false,
+    "save_images_before_color_correction": false,
+    "jpeg_quality": 80,
+    "export_for_4chan": true,
+    "use_original_name_batch": false,
+    "save_selected_only": true,
+    "do_not_add_watermark": false,
+    "temp_dir": "",
+    "clean_temp_dir_at_start": false,
+    "outdir_samples": "",
+    "outdir_txt2img_samples": "outputs/txt2img-images",
+    "outdir_img2img_samples": "outputs/img2img-images",
+    "outdir_extras_samples": "outputs/extras-images",
+    "outdir_grids": "",
+    "outdir_txt2img_grids": "outputs/txt2img-grids",
+    "outdir_img2img_grids": "outputs/img2img-grids",
+    "outdir_save": "log/images",
+    "save_to_dirs": false,
+    "grid_save_to_dirs": false,
+    "use_save_to_dirs_for_ui": false,
+    "directories_filename_pattern": "",
+    "directories_max_prompt_words": 8,
+    "ESRGAN_tile": 192,
+    "ESRGAN_tile_overlap": 8,
+    "realesrgan_enabled_models": [
+        "R-ESRGAN 4x+",
+        "R-ESRGAN 4x+ Anime6B"
+    ],
+    "upscaler_for_img2img": null,
+    "use_scale_latent_for_hires_fix": false,
+    "face_restoration_model": null,
+    "code_former_weight": 0.5,
+    "face_restoration_unload": false,
+    "memmon_poll_rate": 8,
+    "samples_log_stdout": false,
+    "multiple_tqdm": true,
+    "unload_models_when_training": false,
+    "pin_memory": false,
+    "save_optimizer_state": false,
+    "dataset_filename_word_regex": "",
+    "dataset_filename_join_string": " ",
+    "training_image_repeats_per_epoch": 1,
+    "training_write_csv_every": 500,
+    "training_xattention_optimizations": false,
+    "sd_model_checkpoint": null,
+    "sd_checkpoint_cache": 0,
+    "sd_vae": "auto",
+    "sd_vae_as_default": false,
+    "sd_hypernetwork": "None",
+    "sd_hypernetwork_strength": 1.0,
+    "inpainting_mask_weight": 1.0,
+    "img2img_color_correction": false,
+    "img2img_fix_steps": false,
+    "enable_quantization": false,
+    "enable_emphasis": true,
+    "use_old_emphasis_implementation": false,
+    "enable_batch_seeds": true,
+    "comma_padding_backtrack": 20,
+    "filter_nsfw": false,
+    "CLIP_stop_at_last_layers": 1,
+    "random_artist_categories": [],
+    "interrogate_keep_models_in_memory": false,
+    "interrogate_use_builtin_artists": true,
+    "interrogate_return_ranks": false,
+    "interrogate_clip_num_beams": 1,
+    "interrogate_clip_min_length": 24,
+    "interrogate_clip_max_length": 48,
+    "interrogate_clip_dict_limit": 1500,
+    "interrogate_deepbooru_score_threshold": 0.5,
+    "deepbooru_sort_alpha": true,
+    "deepbooru_use_spaces": false,
+    "deepbooru_escape": true,
+    "show_progressbar": true,
+    "show_progress_every_n_steps": 0,
+    "show_progress_grid": true,
+    "return_grid": true,
+    "do_not_show_images": false,
+    "add_model_hash_to_info": true,
+    "add_model_name_to_info": false,
+    "disable_weights_auto_swap": false,
+    "send_seed": true,
+    "font": "",
+    "js_modal_lightbox": true,
+    "js_modal_lightbox_initially_zoomed": true,
+    "show_progress_in_title": true,
+    "quicksettings": "sd_model_checkpoint",
+    "localization": "None",
+    "hide_samplers": [],
+    "eta_ddim": 0.0,
+    "eta_ancestral": 1.0,
+    "ddim_discretize": "uniform",
+    "s_churn": 0.0,
+    "s_tmin": 0.0,
+    "s_noise": 1.0,
+    "eta_noise_seed_delta": 0,
+    "disabled_extensions": [],
+    "ldsr_steps": 100,
+    "SWIN_tile": 192,
+    "SWIN_tile_overlap": 8
+}

ui-config.json

@@ -0,0 +1,360 @@
+{
+    "txt2img/Prompt/visible": true,
+    "txt2img/Prompt/value": "",
+    "txt2img/Negative prompt/visible": true,
+    "txt2img/Negative prompt/value": "",
+    "txt2img/Style 1/value": "None",
+    "txt2img/Style 1/visible": true,
+    "txt2img/Style 2/value": "None",
+    "txt2img/Style 2/visible": true,
+    "txt2img/Sampling Steps/visible": true,
+    "txt2img/Sampling Steps/value": 20,
+    "txt2img/Sampling Steps/minimum": 1,
+    "txt2img/Sampling Steps/maximum": 50,
+    "txt2img/Sampling Steps/step": 1,
+    "txt2img/Sampling method/visible": true,
+    "txt2img/Sampling method/value": "Euler a",
+    "txt2img/Width/visible": true,
+    "txt2img/Width/value": 512,
+    "txt2img/Width/minimum": 64,
+    "txt2img/Width/maximum": 2048,
+    "txt2img/Width/step": 64,
+    "txt2img/Height/visible": true,
+    "txt2img/Height/value": 512,
+    "txt2img/Height/minimum": 64,
+    "txt2img/Height/maximum": 2048,
+    "txt2img/Height/step": 64,
+    "txt2img/Restore faces/visible": true,
+    "txt2img/Restore faces/value": false,
+    "txt2img/Tiling/visible": true,
+    "txt2img/Tiling/value": false,
+    "txt2img/Highres. fix/visible": true,
+    "txt2img/Highres. fix/value": false,
+    "txt2img/Firstpass width/visible": true,
+    "txt2img/Firstpass width/value": 0,
+    "txt2img/Firstpass width/minimum": 0,
+    "txt2img/Firstpass width/maximum": 1024,
+    "txt2img/Firstpass width/step": 64,
+    "txt2img/Firstpass height/visible": true,
+    "txt2img/Firstpass height/value": 0,
+    "txt2img/Firstpass height/minimum": 0,
+    "txt2img/Firstpass height/maximum": 1024,
+    "txt2img/Firstpass height/step": 64,
+    "txt2img/Denoising strength/visible": true,
+    "txt2img/Denoising strength/value": 0.7,
+    "txt2img/Denoising strength/minimum": 0.0,
+    "txt2img/Denoising strength/maximum": 1.0,
+    "txt2img/Denoising strength/step": 0.01,
+    "txt2img/Batch count/visible": true,
+    "txt2img/Batch count/value": 1,
+    "txt2img/Batch count/minimum": 1,
+    "txt2img/Batch count/maximum": 5,
+    "txt2img/Batch count/step": 1,
+    "txt2img/Batch size/visible": true,
+    "txt2img/Batch size/value": 1,
+    "txt2img/Batch size/minimum": 1,
+    "txt2img/Batch size/maximum": 5,
+    "txt2img/Batch size/step": 1,
+    "txt2img/CFG Scale/visible": true,
+    "txt2img/CFG Scale/value": 7.0,
+    "txt2img/CFG Scale/minimum": 1.0,
+    "txt2img/CFG Scale/maximum": 30.0,
+    "txt2img/CFG Scale/step": 0.5,
+    "txt2img/Seed/visible": true,
+    "txt2img/Seed/value": -1.0,
+    "txt2img/Extra/visible": true,
+    "txt2img/Extra/value": false,
+    "txt2img/Variation seed/visible": true,
+    "txt2img/Variation seed/value": -1.0,
+    "txt2img/Variation strength/visible": true,
+    "txt2img/Variation strength/value": 0.0,
+    "txt2img/Variation strength/minimum": 0,
+    "txt2img/Variation strength/maximum": 1,
+    "txt2img/Variation strength/step": 0.01,
+    "txt2img/Resize seed from width/visible": true,
+    "txt2img/Resize seed from width/value": 0,
+    "txt2img/Resize seed from width/minimum": 0,
+    "txt2img/Resize seed from width/maximum": 2048,
+    "txt2img/Resize seed from width/step": 64,
+    "txt2img/Resize seed from height/visible": true,
+    "txt2img/Resize seed from height/value": 0,
+    "txt2img/Resize seed from height/minimum": 0,
+    "txt2img/Resize seed from height/maximum": 2048,
+    "txt2img/Resize seed from height/step": 64,
+    "txt2img/Script/value": "None",
+    "txt2img/Script/visible": true,
+    "customscript/prompt_matrix.py/txt2img/Put variable parts at start of prompt/visible": true,
+    "customscript/prompt_matrix.py/txt2img/Put variable parts at start of prompt/value": false,
+    "customscript/prompts_from_file.py/txt2img/Iterate seed every line/visible": true,
+    "customscript/prompts_from_file.py/txt2img/Iterate seed every line/value": false,
+    "customscript/prompts_from_file.py/txt2img/Use same random seed for all lines/visible": true,
+    "customscript/prompts_from_file.py/txt2img/Use same random seed for all lines/value": false,
+    "customscript/prompts_from_file.py/txt2img/List of prompt inputs/visible": true,
+    "customscript/prompts_from_file.py/txt2img/List of prompt inputs/value": "",
+    "customscript/xy_grid.py/txt2img/X values/visible": true,
+    "customscript/xy_grid.py/txt2img/X values/value": "",
+    "customscript/xy_grid.py/txt2img/Y values/visible": true,
+    "customscript/xy_grid.py/txt2img/Y values/value": "",
+    "customscript/xy_grid.py/txt2img/Draw legend/visible": true,
+    "customscript/xy_grid.py/txt2img/Draw legend/value": true,
+    "customscript/xy_grid.py/txt2img/Include Separate Images/visible": true,
+    "customscript/xy_grid.py/txt2img/Include Separate Images/value": false,
+    "customscript/xy_grid.py/txt2img/Keep -1 for seeds/visible": true,
+    "customscript/xy_grid.py/txt2img/Keep -1 for seeds/value": false,
+    "txt2img/Make Zip when Save?/visible": true,
+    "txt2img/Make Zip when Save?/value": false,
+    "img2img/Prompt/visible": true,
+    "img2img/Prompt/value": "",
+    "img2img/Negative prompt/visible": true,
+    "img2img/Negative prompt/value": "",
+    "img2img/Style 1/value": "None",
+    "img2img/Style 1/visible": true,
+    "img2img/Style 2/value": "None",
+    "img2img/Style 2/visible": true,
+    "img2img/Mask blur/visible": true,
+    "img2img/Mask blur/value": 4,
+    "img2img/Mask blur/minimum": 0,
+    "img2img/Mask blur/maximum": 64,
+    "img2img/Mask blur/step": 1,
+    "img2img/Mask transparency/value": 0,
+    "img2img/Mask transparency/minimum": 0,
+    "img2img/Mask transparency/maximum": 100,
+    "img2img/Mask transparency/step": 1,
+    "img2img/Mask mode/visible": true,
+    "img2img/Mask mode/value": "Draw mask",
+    "img2img/Masking mode/visible": true,
+    "img2img/Masking mode/value": "Inpaint masked",
+    "img2img/Masked content/visible": true,
+    "img2img/Masked content/value": "original",
+    "img2img/Inpaint at full resolution/visible": true,
+    "img2img/Inpaint at full resolution/value": false,
+    "img2img/Inpaint at full resolution padding, pixels/visible": true,
+    "img2img/Inpaint at full resolution padding, pixels/value": 32,
+    "img2img/Inpaint at full resolution padding, pixels/minimum": 0,
+    "img2img/Inpaint at full resolution padding, pixels/maximum": 256,
+    "img2img/Inpaint at full resolution padding, pixels/step": 4,
+    "img2img/Input directory/visible": true,
+    "img2img/Input directory/value": "",
+    "img2img/Output directory/visible": true,
+    "img2img/Output directory/value": "",
+    "img2img/Resize mode/visible": true,
+    "img2img/Resize mode/value": "Just resize",
+    "img2img/Sampling Steps/visible": true,
+    "img2img/Sampling Steps/value": 20,
+    "img2img/Sampling Steps/minimum": 1,
+    "img2img/Sampling Steps/maximum": 50,
+    "img2img/Sampling Steps/step": 1,
+    "img2img/Sampling method/visible": true,
+    "img2img/Sampling method/value": "Euler a",
+    "img2img/Width/visible": true,
+    "img2img/Width/value": 512,
+    "img2img/Width/minimum": 64,
+    "img2img/Width/maximum": 2048,
+    "img2img/Width/step": 64,
+    "img2img/Height/visible": true,
+    "img2img/Height/value": 512,
+    "img2img/Height/minimum": 64,
+    "img2img/Height/maximum": 2048,
+    "img2img/Height/step": 64,
+    "img2img/Restore faces/visible": true,
+    "img2img/Restore faces/value": false,
+    "img2img/Tiling/visible": true,
+    "img2img/Tiling/value": false,
+    "img2img/Batch count/visible": true,
+    "img2img/Batch count/value": 1,
+    "img2img/Batch count/minimum": 1,
+    "img2img/Batch count/maximum": 5,
+    "img2img/Batch count/step": 1,
+    "img2img/Batch size/visible": true,
+    "img2img/Batch size/value": 1,
+    "img2img/Batch size/minimum": 1,
+    "img2img/Batch size/maximum": 5,
+    "img2img/Batch size/step": 1,
+    "img2img/CFG Scale/visible": true,
+    "img2img/CFG Scale/value": 7.0,
+    "img2img/CFG Scale/minimum": 1.0,
+    "img2img/CFG Scale/maximum": 30.0,
+    "img2img/CFG Scale/step": 0.5,
+    "img2img/Denoising strength/visible": true,
+    "img2img/Denoising strength/value": 0.75,
+    "img2img/Denoising strength/minimum": 0.0,
+    "img2img/Denoising strength/maximum": 1.0,
+    "img2img/Denoising strength/step": 0.01,
+    "img2img/Seed/visible": true,
+    "img2img/Seed/value": -1.0,
+    "img2img/Extra/visible": true,
+    "img2img/Extra/value": false,
+    "img2img/Variation seed/visible": true,
+    "img2img/Variation seed/value": -1.0,
+    "img2img/Variation strength/visible": true,
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+}