Update app.py

app.py

@@ -1,325 +1,89 @@
 import gradio as gr
-import os
-import sys
-from pathlib import Path
+from random import randint
+from all_models import models
 
-models = [
-    {"name": "Chik 2 (new)", "url": "Yntec/Chik2"}, #224
-    {"name": "Cute Yuki 2 (new)", "url": "Yntec/CuteYuki2"}, #225
-    {"name": "Game Assets (new)", "url": "Yntec/GameAssetsDigitalUnitsCreationKit"}, #226
-    {"name": "Insane.m3u (new)", "url": "Yntec/InsaneM3U"}, #227
-    {"name": "Insane Realistic Color (new)", "url": "Yntec/InsaneRealisticCVAE"}, #228
-    {"name": "Luma (new)", "url": "Yntec/Luma"}, #229
-    {"name": "Lunar Luma (new)", "url": "Yntec/LunarLuma"}, #230
-    {"name": "Lunar (new)", "url": "Yntec/Lunar"}, #231
-    {"name": "Noosphere v3 Color (new)", "url": "Yntec/Noosphere_v3_CVAE"}, #232
-    {"name": "Orange Remix (new)", "url": "Yntec/OrangeRemix"}, #233
-    {"name": "Peach Mix 3 (new)", "url": "Yntec/PeachMix3"}, #234
-    {"name": "QTori Reloaded (new)", "url": "Yntec/QToriReloaded"}, #235
-    {"name": "Real Rainbows (new)", "url": "Yntec/RealRainbows"}, #236
-    {"name": "RPG Remix (new)", "url": "Yntec/RPG_Remix"}, #237
-    {"name": "Sexy Toons (new)", "url": "Yntec/sexyToons"}, #238
-    {"name": "Style Like DucHaiten (new)", "url": "Yntec/DucHaiten-StyleLikeMeVAE"}, #224    
-    {"name": "Children Stories Anime (featured)", "url": "Yntec/ChildrenStoriesAnime"}, #201
-    {"name": "COOLKIDSV2 (featured)", "url": "Yntec/COOLKIDSV2"}, #202
-    {"name": "Dream Anything (featured)", "url": "Yntec/DreamAnything"}, #203
-    {"name": "Dreamlike Anime (featured)", "url": "dreamlike-art/dreamlike-anime-1.0"}, #204
-    {"name": "Dreamlike Diffusion (featured)", "url": "dreamlike-art/dreamlike-diffusion-1.0"}, #205
-    {"name": "Dreamlike Photoreal (featured)", "url": "dreamlike-art/dreamlike-photoreal-2.0"}, #206
-    {"name": "Dreamsphere (featured)", "url": "Yntec/Dreamsphere"}, #207
-    {"name": "DucHaiten AI Art (featured)", "url": "Yntec/DucHaitenAIart-beta"}, #208
-    {"name": "DucHaiten Anime (featured)", "url": "Yntec/DucHaitenAnime768"}, #209
-    {"name": "DucHaiten Classic Anime (featured)", "url": "Yntec/DucHaitenClassicAnime768"}, #210
-    {"name": "DucHaiten Retro (featured)", "url": "Yntec/DucHaiten-Retro-Diffusers"}, #211
-    {"name": "Elldreth's Retro Mix (featured)", "url": "Yntec/ElldrethsRetroMix_Diffusers"}, #212
-    {"name": "Gold Fish (featured)", "url": "Yntec/GOLDFish"}, #213
-    {"name": "KIDSILLUSTRATIONS (featured)", "url": "Yntec/KIDSILLUSTRATIONS"}, #214
-    {"name": "Never Existed (featured)", "url": "Yntec/NeverExisted"}, #215
-    {"name": "Ninja (featured)", "url": "Yntec/Ninja-Diffusers"}, #216
-    {"name": "Pavo (featured)", "url": "Yntec/Pavo-Mix-Diffusers"}, #217
-    {"name": "Photosphere (featured)", "url": "Yntec/Photosphere"}, #218
-    {"name": "Rainbow Classic Anime (featured)", "url": "Yntec/RainbowClassicAnime"}, #219
-    {"name": "Rainbow Dreams (featured)", "url": "Yntec/RainbowDreams"}, #220
-    {"name": "Rainbowpatch (featured)", "url": "Yntec/rainbowpatch"}, #221
-    {"name": "Rainbowsphere (featured)", "url": "Yntec/Rainbowsphere"}, #222
-    {"name": "The Ally Mix IV (featured)", "url": "Yntec/theallysMixIV-verisimilar"}, #223
-    {"name": "Western Animation (featured)", "url": "Yntec/WesternAnimation"}, 
-    {"name": "YabaL Mix True 2.5D (featured)", "url": "Yntec/yabalMixTrue25D_v2_VAE"},
-    {"name": "2.5D SET", "url": "digiplay/2.5DSET_diffusers"},
-    {"name": "2-KWI", "url": "digiplay/2-KWI"},
-    {"name": "2K", "url": "digiplay/2K"}, #183
-    {"name": "7 Pa", "url": "AIARTCHAN/7pa"},
-    {"name": "A Certain Model", "url": "JosephusCheung/ACertainModel"},
-    {"name": "A Certain Thing", "url": "JosephusCheung/ACertainThing"},
-    {"name": "A Certainity", "url": "JosephusCheung/ACertainty"},
-    {"name": "Abyss Hell Hero", "url": "AIARTCHAN/AbyssHellHero"},
-    {"name": "Abyss Maple 3", "url": "AIARTCHAN/AbyssMapleVer3"},
-    {"name": "Abyss Orange Mix 2", "url": "WarriorMama777/AbyssOrangeMix2"},
-    {"name": "Abyss Orange Mix", "url": "WarriorMama777/AbyssOrangeMix"},
-    {"name": "AbyssHell 3", "url": "AIARTCHAN/AbyssHellVer3"},
-    {"name": "Alice in Diffusion Land", "url": "Guizmus/SDArt_AliceInDiffusionLand"},
-    {"name": "All 526 Animated", "url": "stablediffusionapi/all-526-animated"},
-    {"name": "All 526", "url": "stablediffusionapi/all-526"},
-    {"name": "AmiIReal", "url": "stablediffusionapi/amireal"},
-    {"name": "Analog Diffusion", "url": "wavymulder/Analog-Diffusion"},
-    {"name": "Anidosmix 2", "url": "AIARTCHAN/anidosmixV2"},
-    {"name": "Anime Kawai Diffusion", "url": "Ojimi/anime-kawai-diffusion"},
-    {"name": "Anireal 3D V2", "url": "circulus/sd-anireal-3d-v2"},
-    {"name": "AnyLORA", "url": "kubanemil/AnyLORA"},
-    {"name": "Anything 3.0 Light", "url": "mm00/anything-v3.0-light"},
-    {"name": "Anything 3.0", "url": "Linaqruf/anything-v3.0"},
-    {"name": "Anything 3.1", "url": "cag/anything-v3-1"},
-    {"name": "Anything 3X", "url": "iZELX1/Anything-V3-X"},
-    {"name": "Anything 5.0", "url": "stablediffusionapi/anything-v5"},
-    {"name": "Anything Else 4", "url": "stablediffusionapi/anythingelse-v4"},
-    {"name": "Anything Midjourney 4.1", "url": "Joeythemonster/anything-midjourney-v-4-1"},
-    {"name": "Arcane Diffusion", "url": "nitrosocke/Arcane-Diffusion"},
-    {"name": "Archer Diffusion", "url": "nitrosocke/archer-diffusion"},
-    {"name": "Asian Mix", "url": "D1b4l4p/AsianMix"},
-    {"name": "Astro Emeria", "url": "digiplay/alstroemeriaMix_v1"},
-    {"name": "Balloon Art", "url": "Fictiverse/Stable_Diffusion_BalloonArt_Model"},
-    {"name": "Blood Orange Mix", "url": "WarriorMama777/BloodOrangeMix"},
-    {"name": "Blue Pencil Realistic", "url": "digiplay/bluePencilRealistic_v01"},
-    {"name": "BRA", "url": "digiplay/bra_v40_diffusers"},
-    {"name": "Brick And Mortar", "url": "digiplay/BrickAndMortarMix_v2.0_diffusers"},
-    {"name": "Burger Semi", "url": "digiplay/Burger_Mix_semiR2Lite"},
-    {"name": "Calico Real", "url": "digiplay/calicomixreal_v2.0_diffusers"},
-    {"name": "CamelliaMix 2.5D","url": "stablediffusionapi/camelliamix25d"},
-    {"name": "CamelliaMix Line","url": "stablediffusionapi/camelliamixline"},
-    {"name": "CCTV 2.5D","url": "digiplay/CCTV2.5d_v1"},
-    {"name": "Chaos and Order", "url": "Guizmus/SDArt_ChaosAndOrder768"},
-    {"name": "Chillout App Factory","url": "stablediffusionapi/chillout-app-factory"}, #194
-    {"name": "Chillout Mix","url": "stablediffusionapi/chilloutmixsf"},
-    {"name": "Chilloutvlara", "url": "Fred99774/chilloutvlara"},
-    {"name": "Chilly Mix", "url": "digiplay/ChillyMix_v1"},
-    {"name": "Chrisan The Mum", "url": "digiplay/chrysanthemumMix_v1"}, #190
-    {"name": "CosF Mix", "url": "digiplay/cosfMix_v1"},
-    {"name": "Circulus 2.8", "url": "circulus/sd-photoreal-v2.8"},
-    {"name": "Circulus Photoreal V2", "url": "circulus/sd-photoreal-real-v2"},
-    {"name": "Circulus Semi Real 2", "url": "circulus/sd-photoreal-semi-v2"},
-    {"name": "Clam", "url": "Johnhex/Clam"},
-    {"name": "Classic Anime", "url": "nitrosocke/classic-anim-diffusion"},
-    {"name": "Claudfuen 1", "url": "claudfuen/photorealistic-fuen-v1"},
-    {"name": "Cocotifa Cute", "url": "digiplay/cocotifacute_v1"},
-    {"name": "Collage Diffusion", "url": "wavymulder/collage-diffusion"},
-    {"name": "Colorful 4.5", "url": "Manseo/Colorful-v4.5-Plus"},
-    {"name": "Comic Diffusion", "url": "ogkalu/Comic-Diffusion"},
-    {"name": "Complex-Lineart", "url": "Conflictx/Complex-Lineart"},
-    {"name": "Cool Japan Diffusion", "url": "aipicasso/cool-japan-diffusion-2-1-2"},
-    {"name": "Cosmic Babes", "url": "stablediffusionapi/cosmic-babes"},
-    {"name": "Cosmic Horros 768", "url": "Guizmus/SDArt_cosmichorrors768"},
-    {"name": "Cosmic Horros", "url": "Guizmus/SDArt_cosmichorrors"},
-    {"name": "Counterfeit 2.0", "url": "gsdf/Counterfeit-V2.0"},
-    {"name": "Counterfeit 3.0", "url": "stablediffusionapi/counterfeit-v30"},
-    {"name": "Curious Merge 2.5D", "url": "digiplay/CuriousMerge2.5D_v5"},
-    {"name": "Cusp Of Serenity", "url": "stablediffusionapi/cusp-of-serenity"}, #195
-    {"name": "CounterMix", "url": "digiplay/CounterMix_v2"},
-    {"name": "CyberPunk Anime", "url": "DGSpitzer/Cyberpunk-Anime-Diffusion"},
-    {"name": "Cyberrealistic", "url": "stablediffusionapi/cyberrealistic"},
-    {"name": "Dark Sushi Mix", "url": "stablediffusionapi/dark-sushi-mix"},
-    {"name": "Dash Sushi 25d", "url": "stablediffusionapi/dark-sushi-25d"},
-    {"name": "Defacta", "url": "digiplay/Defacta_v1_diffusers"}, #191
-    {"name": "Deliberate", "url": "Masagin/Deliberate"},
-    {"name": "Deliberate App Factory", "url": "stablediffusionapi/deliberateappfactory"},
-    {"name": "DGSpitzer", "url": "DGSpitzer/DGSpitzer-Art-Diffusion"}, 
-    {"name": "DosMix", "url": "digiplay/dosmix"},
-    {"name": "Double Exposure Diffusion", "url": "joachimsallstrom/Double-Exposure-Diffusion"},
-    {"name": "Dreamful 2", "url": "Hius/DreamFul-V2"},
-    {"name": "Dreamshaper", "url": "Lykon/DreamShaper"},
-    {"name": "Dreamshaper 6", "url": "stablediffusionapi/dreamshaper-v6"}, #199
-    {"name": "DucHaiten Anime 512x512", "url": "DucHaiten/DucHaitenAnime"},
-    {"name": "DucHaiten AI Art 512x512", "url": "DucHaiten/DucHaitenAIart"},
-    {"name": "DucHaiten ClassicAnime 512x512", "url": "DucHaiten/DH_ClassicAnime"},
-    {"name": "DucHaiten DreamWorld", "url": "DucHaiten/DucHaitenDreamWorld"},
-    {"name": "DucHaiten Journey", "url": "DucHaiten/DucHaitenJourney"},
-    {"name": "DucHaiten StyleLikeMe", "url": "DucHaiten/DucHaiten-StyleLikeMe"},
-    {"name": "DucHaiten SuperCute", "url": "DucHaiten/DucHaitenSuperCute"},
-    {"name": "Duel Anime", "url": "digiplay/DuelAnimeMix_v1"},
-    {"name": "Dungeons and Diffusion", "url": "0xJustin/Dungeons-and-Diffusion"},
-    {"name": "Eerie Orange Mix", "url": "WarriorMama777/EerieOrangeMix"},
-    {"name": "Eimis Anime Diffusion", "url": "eimiss/EimisAnimeDiffusion_1.0v"},
-    {"name": "Elden Ring", "url": "nitrosocke/elden-ring-diffusion"},
-    {"name": "Elegant Entropy", "url": "digiplay/elegantEntropy_v1.1"},
-    {"name": "Epic Diffusion 1.1", "url": "johnslegers/epic-diffusion-v1.1"},
-    {"name": "Epic Diffusion", "url": "johnslegers/epic-diffusion"},
-    {"name": "EpicMix Realism", "url": "Duskfallcrew/EpicMix_Realism"},
-    {"name": "Epi PhotoGodess", "url": "digiplay/epi_2.5Dphotogodess_diffusers"},
-    {"name": "Fantastic Anime", "url": "digiplay/fantasticAnime_diffusers"},
-    {"name": "FanTexi", "url": "digiplay/fantexi_v0.7"},
-    {"name": "Fantasy Mix", "url": "theintuitiveye/FantasyMix"},
-    {"name": "Fluid Art", "url": "Fictiverse/Stable_Diffusion_FluidArt_Model"},
-    {"name": "Form Cleansing", "url": "digiplay/FormCleansingMix_v1"},
-    {"name": "Future Diffusion", "url": "nitrosocke/Future-Diffusion"},
-    {"name": "Gakki Mix 768", "url": "Sa1i/gakki-mix-768"},
-    {"name": "Ghibli Diffusion", "url": "nitrosocke/Ghibli-Diffusion"},
-    {"name": "Girl New 1", "url": "Fred99774/girlnew1"},
-    {"name": "Grimoeresigils", "url": "ECarbenia/grimoiresigils"},
-    {"name": "GTA5 Artwork Diffusion", "url": "ItsJayQz/GTA5_Artwork_Diffusion"},
-    {"name": "GuoFeng 3", "url": "xiaolxl/GuoFeng3"},
-    {"name": "HARDBlend", "url": "theintuitiveye/HARDblend"},
-    {"name": "HassanBlend 1.4", "url": "hassanblend/hassanblend1.4"},
-    {"name": "HassanBlend 256x256", "url": "hassanblend/HassanBlend1.5.1.2"},
-    {"name": "Hodge Podge", "url": "digiplay/Hodgepodge_v2.1"},
-    {"name": "Hrrzg Style 768px", "url": "TheLastBen/hrrzg-style-768px"},
-    {"name": "Icomix 2", "url": "stablediffusionapi/icomix-2"},
-    {"name": "Illustro", "url": "digiplay/illustro1stEdition_illustroV1"},
-    {"name": "InkPunk Diffusion", "url": "Envvi/Inkpunk-Diffusion"},
-    {"name": "JWST Deep Space Diffusion", "url": "dallinmackay/JWST-Deep-Space-diffusion"},
-    {"name": "KencanMix", "url": "digiplay/kencanmix_v2.0beta"},
-    {"name": "KotosMix", "url": "digiplay/kotosmix_diffusers"}, #193
-    {"name": "Lomo Diffusion", "url": "wavymulder/lomo-diffusion"},
-    {"name": "Luna Diffusion 256x256", "url": "proximasanfinetuning/luna-diffusion"},
-    {"name": "Majic Mix Fantasy", "url": "stablediffusionapi/majicmixfantasy"},
-    {"name": "Majic Mix Realistic", "url": "stablediffusionapi/majicmixrealistic"},
-    {"name": "Majic Mix Sombre", "url": "stablediffusionapi/majicmixsombre"},
-    {"name": "Marvel WhatIf Diffusion", "url": "ItsJayQz/Marvel_WhatIf_Diffusion"},
-    {"name": "Meina Alter", "url": "stablediffusionapi/meinaalter"},
-    {"name": "Meina Pastel", "url": "stablediffusionapi/meinapastel"},
-    {"name": "MeinaMix 7", "url": "Nacholmo/meinamixv7-diffusers"},
-    {"name": "Myne Factory Base", "url": "MyneFactory/MF-Base"},    
-    {"name": "Microscopic Model", "url": "Fictiverse/Stable_Diffusion_Microscopic_model"},
-    {"name": "Midjourney 4.0", "url": "prompthero/midjourney-v4-diffusion"},
-    {"name": "Mix Pro V4", "url": "AIARTCHAN/MIX-Pro-V4"},
-    {"name": "Model Shoot", "url": "wavymulder/modelshoot"},
-    {"name": "Mo-Di Diffusion", "url": "nitrosocke/mo-di-diffusion"},
-    {"name": "Naruto Diffuser", "url": "lambdalabs/sd-naruto-diffusers"},
-    {"name": "Never Ending Dream 2", "url": "luongphamit/NeverEnding-Dream2"},
-    {"name": "NeverEnding-Dream", "url": "Lykon/NeverEnding-Dream"},
-    {"name": "Nitro Diffusion", "url": "nitrosocke/Nitro-Diffusion"},
-    {"name": "NK15", "url": "digiplay/nk15_diffusers"},
-    {"name": "Openjourney 2", "url": "PeggyWang/openjourney-v2",}, #197
-    {"name": "Openjourney 4", "url": "prompthero/openjourney-v4"},
-    {"name": "Openjourney", "url": "prompthero/openjourney"},
-    {"name": "OpenNiji", "url": "Korakoe/OpenNiji"},
-    {"name": "Paint Journey", "url": "FredZhang7/paint-journey-v2"}, #196
-    {"name": "Papercut", "url": "Fictiverse/Stable_Diffusion_PaperCut_Model"},
-    {"name": "Picasso Diffusion 1.1", "url": "aipicasso/picasso-diffusion-1-1"},
-    {"name": "Plat Diffusion 256x256", "url": "p1atdev/plat-diffusion"},
-    {"name": "Pokemon Diffuser", "url": "lambdalabs/sd-pokemon-diffusers"},
-    {"name": "Portrait Plus", "url": "wavymulder/portraitplus"},
-    {"name": "Protogen 2.2", "url": "darkstorm2150/Protogen_v2.2_Official_Release"},
-    {"name": "Protogen Infinity", "url": "darkstorm2150/Protogen_Infinity_Official_Release"},
-    {"name": "Protogen X 3.4", "url": "darkstorm2150/Protogen_x3.4_Official_Release"},
-    {"name": "Protogen X 5.8", "url": "darkstorm2150/Protogen_x5.8_Official_Release"},
-    {"name": "QuinceMix", "url": "Hemlok/QuinceMix"},
-    {"name": "Realistic Vision 1.4", "url": "SG161222/Realistic_Vision_V1.4"},
-    {"name": "Redshift Diffusion 768", "url": "nitrosocke/redshift-diffusion-768"},
-    {"name": "Redshift Diffusion", "url": "nitrosocke/redshift-diffusion"},
-    {"name": "Rev Anim", "url": "stablediffusionapi/rev-anim"},
-    {"name": "Rev Animated", "url": "LottePeisch/RevAnimated-Diffusers"},
-    {"name": "Robo Diffusion 2 Base", "url": "nousr/robo-diffusion-2-base"},
-    {"name": "Robo Diffusion", "url": "nousr/robo-diffusion"},
-    {"name": "Seek Art Mega", "url": "coreco/seek.art_MEGA"},
-    {"name": "Semi Real Mix", "url": "robotjung/SemiRealMix"},
-    {"name": "Short Journey", "url": "x67/shortjourney"}, #198
-    {"name": "Something V 2.2","url": "NoCrypt/SomethingV2_2"},
-    {"name": "Something V2","url": "NoCrypt/SomethingV2"},
-    {"name": "Something", "url": "Guizmus/SDArt_something"},
-    {"name": "Spider Verse diffusion", "url": "nitrosocke/spider-verse-diffusion"},
-    {"name": "SpyBG", "url": "stablediffusionapi/spybg"},
-    {"name": "Stable Diffusion 1.4","url": "CompVis/stable-diffusion-v1-4"},
-    {"name": "Stable Diffusion 1.5","url": "runwayml/stable-diffusion-v1-5"},
-    {"name": "Stable Diffusion 2.1 Base","url": "stabilityai/stable-diffusion-2-1-base"},
-    {"name": "Stable Diffusion 2.1 Unclip","url": "stabilityai/stable-diffusion-2-1-unclip"},
-    {"name": "Stable Diffusion 2.1","url": "stabilityai/stable-diffusion-2-1"},
-    {"name": "Subtly", "url": "ddPn08/subtly"},
-    {"name": "Synthwave Punk 2", "url": "ItsJayQz/SynthwavePunk-v2"},
-    {"name": "The Ally", "url": "stablediffusionapi/the-ally"},
-    {"name": "Three Delicacy", "url": "stablediffusionapi/three-delicacy"},
-    {"name": "Three Delicacy wonto", "url": "stablediffusionapi/three-delicacy-wonto"},
-    {"name": "Timeless Diffusion", "url": "wavymulder/timeless-diffusion"},
-    {"name": "TMND mix", "url": "stablediffusionapi/tmnd-mix"},
-    {"name": "Tron Legacy Diffusion", "url": "dallinmackay/Tron-Legacy-diffusion"},
-    {"name": "UltraSkin 256x256", "url": "VegaKH/Ultraskin"},
-    {"name": "Valorant Diffusion", "url": "ItsJayQz/Valorant_Diffusion"},
-    {"name": "Van Gogh Diffusion", "url": "dallinmackay/Van-Gogh-diffusion"},
-    {"name": "Vectorartz Diffusion", "url": "coder119/Vectorartz_Diffusion"},
-    {"name": "Vintedois 1.0", "url": "22h/vintedois-diffusion-v0-1"},
-    {"name": "Vivid Watercolors", "url": "Evel/VividWatercolors"},
-    {"name": "VoxelArt", "url": "Fictiverse/Stable_Diffusion_VoxelArt_Model"},
-    {"name": "Waifu Diffusion", "url": "hakurei/waifu-diffusion"},
-    {"name": "Wavyfusion", "url": "wavymulder/wavyfusion"},
-    {"name": "White Dreamy Hill", "url": "digiplay/WhiteDreamyHillMix_v1"},
-]
 
-current_model = models[0]
 
-text_gen = gr.Interface.load("spaces/daspartho/prompt-extend") 
-
-models2 = []
-for model in models:
-    model_url = f"models/{model['url']}"
-    loaded_model = gr.Interface.load(model_url, live=True, preprocess=True)
-    models2.append(loaded_model)
+def load_fn(models):
+    global models_load
+    models_load = {}
+    
+    for model in models:
+        if model not in models_load.keys():
+            try:
+                m = gr.load(f'models/{model}')
+            except Exception as error:
+                m = gr.Interface(lambda txt: None, ['text'], ['image'])
+            models_load.update({model: m})
 
 
-def text_it(inputs, text_gen=text_gen):
-    return text_gen(inputs)
+load_fn(models)
 
 
-def set_model(current_model_index):
-    global current_model
-    current_model = models[current_model_index]
-    return gr.update(value=f"{current_model['name']}")
+num_models = 6
+default_models = models[:num_models]
 
 
-def send_it(inputs, model_choice):
-    proc = models2[model_choice]
-    return proc(inputs)
 
+def extend_choices(choices):
+    return choices + (num_models - len(choices)) * ['NA']
 
-with gr.Blocks() as myface:
-    gr.HTML(
 
-    )
+def update_imgbox(choices):
+    choices_plus = extend_choices(choices)
+    return [gr.Image(None, label = m, visible = (m != 'NA')) for m in choices_plus]
 
-    with gr.Row():
-        with gr.Row():
-            input_text = gr.Textbox(label="Prompt Idea",  placeholder="", lines=1)
-            # Model selection dropdown
-            model_name1 = gr.Dropdown(
-                label="Choose Model (Ignore the errors, all work)",
-                choices=[m["name"] for m in models],
-                type="index",
-                value=current_model["name"],
-                interactive=True,
-            )
-        with gr.Row():
-            see_prompts = gr.Button("Generate Prompts Based On Prompt Idea")
-            run = gr.Button("Generate 6 Images (once all boxes below have prompts)", variant="primary")
     
-    with gr.Row():
-        output1 = gr.Image(label="")
-        output2 = gr.Image(label="")
-        output3 = gr.Image(label="")
-    with gr.Row():
-        magic1 = gr.Textbox(label="Generated Prompt", lines=2)
-        magic2 = gr.Textbox(label="Generated Prompt", lines=2)
-        magic3 = gr.Textbox(label="Generated Prompt", lines=2)
-    with gr.Row():
-        output4 = gr.Image(label="")
-        output5 = gr.Image(label="")
-        output6 = gr.Image(label="")
-    with gr.Row():
-        magic4 = gr.Textbox(label="Generated Prompt", lines=2)
-        magic5 = gr.Textbox(label="Generated Prompt", lines=2)
-        magic6 = gr.Textbox(label="Generated Prompt", lines=2)
+def gen_fn(model_str, prompt):
+    if model_str == 'NA':
+        return None
+    noise = str(randint(0, 99999999999))
+    return models_load[model_str](f'{prompt} {noise}')
 
-    model_name1.change(set_model, inputs=model_name1, outputs=[output1, output2, output3, output4, output5, output6])
 
-    run.click(send_it, inputs=[magic1, model_name1], outputs=[output1])
-    run.click(send_it, inputs=[magic2, model_name1], outputs=[output2])
-    run.click(send_it, inputs=[magic3, model_name1], outputs=[output3])
-    run.click(send_it, inputs=[magic4, model_name1], outputs=[output4])
-    run.click(send_it, inputs=[magic5, model_name1], outputs=[output5])
-    run.click(send_it, inputs=[magic6, model_name1], outputs=[output6])
 
-    see_prompts.click(text_it, inputs=[input_text], outputs=[magic1])
-    see_prompts.click(text_it, inputs=[input_text], outputs=[magic2])
-    see_prompts.click(text_it, inputs=[input_text], outputs=[magic3])
-    see_prompts.click(text_it, inputs=[input_text], outputs=[magic4])
-    see_prompts.click(text_it, inputs=[input_text], outputs=[magic5])
-    see_prompts.click(text_it, inputs=[input_text], outputs=[magic6])
+with gr.Blocks() as demo:
+    with gr.Tab('Multiple models'): 
+        with gr.Accordion('Model selection'):
+            model_choice = gr.CheckboxGroup(models, label = f'Choose up to {num_models} different models', value = default_models, multiselect = True, max_choices = num_models, interactive = True, filterable = False)
 
-myface.queue(concurrency_count=200)
-myface.launch(inline=True, show_api=False, max_threads=400)
+        txt_input = gr.Textbox(label = 'Prompt text')
+        gen_button = gr.Button('Generate')
+        stop_button = gr.Button('Stop', variant = 'secondary', interactive = False)
+        gen_button.click(lambda s: gr.update(interactive = True), None, stop_button)
+           
+        with gr.Row():
+            output = [gr.Image(label = m) for m in default_models]
+            current_models = [gr.Textbox(m, visible = False) for m in default_models]
+            
+            model_choice.change(update_imgbox, model_choice, output)
+            model_choice.change(extend_choices, model_choice, current_models)
+
+            for m, o in zip(current_models, output):
+                gen_event = gen_button.click(gen_fn, [m, txt_input], o)
+                stop_button.click(lambda s: gr.update(interactive = False), None, stop_button, cancels = [gen_event])
+                    
+            
+    with gr.Tab('Single model'):
+        model_choice2 = gr.Dropdown(models, label = 'Choose model', value = models[0], filterable = False)
+        txt_input2 = gr.Textbox(label = 'Prompt text')
+        
+        max_images = 6
+        num_images = gr.Slider(1, max_images, value = max_images, step = 1, label = 'Number of images')
+        
+        gen_button2 = gr.Button('Generate')
+        stop_button2 = gr.Button('Stop', variant = 'secondary', interactive = False)
+        gen_button2.click(lambda s: gr.update(interactive = True), None, stop_button2)
+        
+        with gr.Row():
+            output2 = [gr.Image(label = '') for _ in range(max_images)]
+
+        for i, o in enumerate(output2):
+            img_i = gr.Number(i, visible = False)
+            num_images.change(lambda i, n: gr.update(visible = (i < n)), [img_i, num_images], o)
+            gen_event2 = gen_button2.click(lambda i, n, m, t: gen_fn(m, t) if (i < n) else None, [img_i, num_images, model_choice2, txt_input2], o)
+            stop_button2.click(lambda s: gr.update(interactive = False), None, stop_button2, cancels = [gen_event2])
+
+    
+demo.queue(concurrency_count = 200)                        
+demo.launch()