Duplicate from greendra/ultsd

Co-authored-by: Jack Hullis <greendra@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: Ultsd
+emoji: 💻
+colorFrom: purple
+colorTo: blue
+sdk: gradio
+sdk_version: 3.4
+app_file: app.py
+pinned: false
+license: other
+duplicated_from: greendra/ultsd
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

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+import gradio as gr
+import time
+import base64
+from io import BytesIO
+import requests
+import json
+import io
+import time
+from io import BytesIO
+from PIL import Image
+from stability_sdk import client
+import stability_sdk.interfaces.gooseai.generation.generation_pb2 as generation
+import re
+import random
+import datetime
+import pytz
+from proxy_randomizer import RegisteredProviders
+from cryptography.fernet import Fernet
+import os
+
+sd_decode = os.environ.get('sd_decode')
+
+def freeimagehost(prompt, img, seed):
+    try:
+        rp = RegisteredProviders()
+        rp.parse_providers()
+        # get one proxy
+        proxy = rp.get_random_proxy()
+        proxy = proxy.get_proxy()
+        # convert proxy to dictionary
+        proxy = proxy.split(':')
+        # convert list to dictionary
+        proxy = {'http': 'http://' + proxy[0] + ':' + proxy[1]}
+    except:
+        print("Error getting proxy")
+        proxy = {}
+
+    try:
+        buffered = BytesIO()
+        img.save(buffered, format="JPEG")
+        img_str = base64.b64encode(buffered.getvalue())
+        key = "6d207e02198a847aa98d0a2a901485a5"
+        payload = {'key': key, 'image': img_str, 'format': 'json', 'expiration': '3600'}
+        r = requests.post("https://freeimage.host/api/1/upload", data=payload, proxies=proxy)
+        r = json.loads(r.text)
+        try:
+            link = loglink = r['image']['url']
+            link = '<a style="color:blue;" href="https://arinteli.com/app/?' + link + '+' + prompt + '+' + seed + '" target=”_blank”>'+ link +'</a>'
+        except:
+            return imagebb(prompt, img, seed)
+    except: 
+        return imagebb(prompt, img, seed)
+    return link, loglink
+
+bbtries = 0
+def imagebb(prompt, img, seed):
+    global bbtries
+    try:
+        rp = RegisteredProviders()
+        rp.parse_providers()
+        # get one proxy
+        proxy = rp.get_random_proxy()
+        proxy = proxy.get_proxy()
+        # convert proxy to dictionary
+        proxy = proxy.split(':')
+        # convert list to dictionary
+        proxy = {'http': 'http://' + proxy[0] + ':' + proxy[1]}
+    except:
+        print("Error getting proxy")
+        proxy = {}
+
+    try:
+        buffered = BytesIO()
+        img.save(buffered, format="JPEG")
+        img_str = base64.b64encode(buffered.getvalue())
+        with open('bb_encode.txt') as f:
+            bbkeys = f.readlines()
+            bbkey = random.choice(bbkeys)
+            bbkeyid = bbkeys.index(bbkey) + 1
+            print(bbkeyid)
+            bbkey = Fernet(sd_decode).decrypt(bbkey.encode())
+            # convert the sdkey from bytes to a string
+            bbkey = bbkey.decode()
+            bbkey = bbkey.strip()
+        payload = {'key': bbkey, 'image': img_str, 'format': 'json', 'expiration': '3600'}
+        r = requests.post("https://api.imgbb.com/1/upload", data=payload, proxies=proxy)
+        r = json.loads(r.text)
+        try:
+            link = loglink = r['data']['url']
+            link = '<a style="color:blue;" href="https://arinteli.com/app/?' + link + '+' + prompt + '+' + seed + '" target=”_blank”>'+ link +'</a>'
+        except:
+            print(r)
+            bbtries += 1
+            print(bbtries)
+            if bbtries < 5:
+                return imagebb(prompt, img, seed)
+            else:
+                bbtries = 0
+                return imgur(prompt, img, seed)
+    except Exception as e: 
+        print(e)
+        bbtries += 1
+        if bbtries < 5:
+            return imagebb(prompt, img, seed)
+        else:
+            bbtries = 0
+            return imgur(prompt, img, seed)
+    return link, loglink
+
+def imgur(prompt, img, seed):
+    try:
+        buffered = BytesIO()
+        img.save(buffered, format="JPEG")
+        img_str = base64.b64encode(buffered.getvalue())
+        url = "https://api.imgur.com/3/image"
+        payload={'image': img_str}
+        files=[
+        ]
+        headers = {
+        'Authorization': 'Client-ID ab515931f7df961'
+        }
+        response = requests.request("POST", url, headers=headers, data=payload, files=files)
+        response = json.loads(response.text)
+        try:
+            link = loglink = response['data']['link']
+            link = '<a style="color:blue;" href="https://arinteli.com/app/?' + link + '+' + prompt + '+' + seed + '" target=”_blank”>'+ link +'</a>'
+        except:
+            link = loglink = "Error generating link (service rebooting)"
+            
+    except: 
+        link = loglink = "Error (2) generating link"
+    return link, loglink
+    
+sdtries = 0
+def sd(prompt, negprompt, version):
+    if prompt == "":
+        return Image.open('error.png'), "Error! Please enter a prompt"
+
+    london = pytz.timezone('Europe/London')
+    now = datetime.datetime.now(london)
+    timestamp = (now.strftime("%H:%M:%S"))
+    timestamp = str(timestamp)
+    with open("keys_encode.txt", "r") as f:
+        sdkeys = f.readlines()
+        sdkey = random.choice(sdkeys)
+        keyid = sdkeys.index(sdkey) + 1
+        keyid = str(keyid)
+        sdkey = sdkey.strip()
+        # decode the sdkey with the Fernet key
+        sdkey = Fernet(sd_decode).decrypt(sdkey.encode())
+        # convert the sdkey from bytes to a string
+        sdkey = sdkey.decode()
+
+    if version == "2.1":
+        engine = "stable-diffusion-512-v2-1"
+    if version == "1.5":
+        engine = "stable-diffusion-v1-5"
+
+    # connect to dream API
+    stability_api = client.StabilityInference(
+        key = sdkey,
+        verbose=True,
+        engine=engine,
+    )
+    # convert string prompt to lowercase
+    prompt = prompt.lower()
+    negprompt = negprompt.lower()
+
+    # set random seed
+    seed = random.randint(0, 9999999)
+
+    # create list bad_words_list from bad_words.txt and strip whitespace
+    with open('bad_words.txt') as f:
+        bad_words_list = f.readlines()
+        bad_words_list = [x.strip() for x in bad_words_list]
+
+        # check if bad_words_list is in prompt
+        if any(re.findall(r'\b{}\b'.format(bad_word), prompt) for bad_word in bad_words_list):
+            # check if any bad words are in prompt
+            blocked_words = []
+            for bad_word in bad_words_list:
+                if re.findall(r'\b{}\b'.format(bad_word), prompt):
+                    blocked_words.append(bad_word)
+            
+               
+            blocked_words = ', '.join(blocked_words)
+            print(keyid + ": " + timestamp + ": BLOCKED PROMPT \"" + prompt + "\" BANNED WORDS: " + blocked_words)  
+            time.sleep(3)
+            print("User has had their time wasted.\n")
+            # javascript to log error to console
+            return Image.open('unsafe.png'), "Your prompt contains blocked words! Please try a different prompt!"
+
+        else:
+            try:
+                # send prompt to dream API
+                # set random seed
+                answers = stability_api.generate(
+                    #prompt=prompt,
+                    steps=15,
+                    sampler=generation.SAMPLER_K_DPMPP_2S_ANCESTRAL,
+                    guidance_preset=generation.GUIDANCE_PRESET_FAST_GREEN,
+                    seed=seed,
+                    prompt = [generation.Prompt(text=prompt,parameters=generation.PromptParameters(weight=5)), 
+                    generation.Prompt(text=negprompt,parameters=generation.PromptParameters(weight=-5))],
+                    )
+        
+
+                # convert seed to string
+                seed = str(seed)
+
+                # iterating over the generator produces the api response
+                for resp in answers:
+                    for artifact in resp.artifacts:
+                        if artifact.finish_reason == generation.FILTER:
+                            print("FILTERED PROMPT \"" + prompt + "\"")
+                            try:
+                                img = Image.open(io.BytesIO(artifact.binary))
+                                print("API image filter\n")
+                                return img, "<b>Sorry, Stability.AI detected your image as unsafe (likely a false positive). Please try regenerating your image again, or adjusting your prompt.</b>", seed
+                            except:
+                                img = Image.open('unsafe.png')
+                                print("API word filter\n")
+                                return img, "<b>Sorry, Stability.AI detected unsafe words in your prompt. Please remove them and try again.</b>", seed
+
+                        if artifact.type == generation.ARTIFACT_IMAGE:
+                            img = Image.open(io.BytesIO(artifact.binary))
+                            link = freeimagehost(prompt, img, seed)
+                            # time.sleep(2)
+                            print(version + "," + keyid + ": " + timestamp + ": PROMPT \"" + prompt + ", Neg: " + negprompt + "\" WAS GENERATED SUCCESSFULLY AND IMAGE LINK: \n" + link[1] + "\n")
+                            return img, 'Your download URL: ' + link[0] + '<br> Seed: ' + seed
+            except Exception as e:
+                print(keyid, '\n' ,e)
+                global sdtries
+                sdtries += 1
+                if sdtries < 5:
+                    print("Retrying...")
+                    return sd(prompt, negprompt)
+                else:
+                    sdtries = 0
+                    return Image.open('error.png'), "Error! Please try again"
+    
+
+
+examples = [["A hyperrealistic photograph of German architectural modern home in the suburbs of Hamburg, Germany, lens flares, cinematic, hdri, matte painting, concept art, celestial, soft render, highly detailed, cgsociety, octane render, trending on artstation, architectural HD, HQ, 4k, 8k", "tree, bush, woods, branches, leaves, green, forest", "2.1"],
+["A dream of a distant galaxy, by Caspar David Friedrich, matte painting trending on artstation HQ", "", "1.5"],
+["A Hyperrealistic photograph of ancient Malaysian architectural ruins in Borneo's East Malaysia, lens flares, cinematic, hdri, matte painting, concept art, celestial, soft render, highly detailed, cgsociety, octane render, trending on artstation, architectural HD, HQ, 4k, 8k", "", "2.1"],
+["A dream of a distant galaxy, by Caspar David Friedrich, matte painting trending on artstation HQ", "", "1.5"],
+["A small cabin on top of a snowy mountain in the style of Disney, artstation", "", "2.1"],
+["A Hyperrealistic photograph of ancient Tokyo/London/Paris architectural ruins in a flooded apocalypse landscape of dead skyscrapers, lens flares, cinematic, hdri, matte painting, concept art, celestial, soft render, highly detailed, cgsociety, octane render, trending on artstation, architectural HD, HQ, 4k, 8k", "", "2.1"],
+["a portrait of a beautiful blonde woman, fine - art photography, soft portrait shot 8 k, mid length, ultrarealistic uhd faces, unsplash, kodak ultra max 800, 85 mm, intricate, casual pose, centered symmetrical composition, stunning photos, masterpiece, grainy, centered composition", "blender, cropped, lowres, poorly drawn face, out of frame, poorly drawn hands, blurry, bad art, blurred, text, watermark, disfigured, deformed, closed eyes", "2.1"],
+["A hyperrealistic painting of an astronaut inside of a massive futuristic metal mechawarehouse, cinematic, sci-fi, lens flares, rays of light, epic, matte painting, concept art, celestial, soft render, octane render, trending on artstation, 4k, 8k", "blender, cropped, lowres, out of frame, blurry, bad art, blurred, text, disfigured, deformed", "2.1"]]
+
+with gr.Blocks(
+) as demo:
+    # create radio for to use either v1.5 or v2.0
+    version = gr.Radio(
+        label="Stable Diffusion Version",
+        choices=["1.5", "2.1"],
+        value="1.5",
+        elem_id="version",
+    )
+    
+    download = gr.HTML(elem_id="download")
+    output = gr.Image(label="Image Generation", elem_id="output")
+    name = gr.Textbox(label="Prompt", placeholder="Describe the image you want to generate. Longer and more detailed prompts work better.", elem_id="name") 
+    negprompt = gr.Textbox(label="Negative Prompt", placeholder="Describe the image you want to avoid. Longer and more detailed prompts work better.", elem_id="negprompt")
+    greet_btn = gr.Button("Generate Image", elem_id="greet_btn")
+    bin = gr.HTML("", visible=False)
+    ex = gr.Examples(examples=examples, fn=sd, inputs=[name, negprompt, version], outputs=[output, download], cache_examples=True)
+    greet_btn.click(
+            None,
+            [],
+            bin,
+            _js="""
+            () => {
+                /*! js-cookie v3.0.1 | MIT */
+                !function(e,t){"object"==typeof exports&&"undefined"!=typeof module?module.exports=t():"function"==typeof define&&define.amd?define(t):(e=e||self,function(){var n=e.Cookies,o=e.Cookies=t();o.noConflict=function(){return e.Cookies=n,o}}())}(this,(function(){"use strict";function e(e){for(var t=1;t<arguments.length;t++){var n=arguments[t];for(var o in n)e[o]=n[o]}return e}return function t(n,o){function r(t,r,i){if("undefined"!=typeof document){"number"==typeof(i=e({},o,i)).expires&&(i.expires=new Date(Date.now()+864e5*i.expires)),i.expires&&(i.expires=i.expires.toUTCString()),t=encodeURIComponent(t).replace(/%(2[346B]|5E|60|7C)/g,decodeURIComponent).replace(/[()]/g,escape);var c="";for(var u in i)i[u]&&(c+="; "+u,!0!==i[u]&&(c+="="+i[u].split(";")[0]));return document.cookie=t+"="+n.write(r,t)+c}}return Object.create({set:r,get:function(e){if("undefined"!=typeof document&&(!arguments.length||e)){for(var t=document.cookie?document.cookie.split("; "):[],o={},r=0;r<t.length;r++){var i=t[r].split("="),c=i.slice(1).join("=");try{var u=decodeURIComponent(i[0]);if(o[u]=n.read(c,u),e===u)break}catch(e){}}return e?o[e]:o}},remove:function(t,n){r(t,"",e({},n,{expires:-1}))},withAttributes:function(n){return t(this.converter,e({},this.attributes,n))},withConverter:function(n){return t(e({},this.converter,n),this.attributes)}},{attributes:{value:Object.freeze(o)},converter:{value:Object.freeze(n)}})}({read:function(e){return'"'===e[0]&&(e=e.slice(1,-1)),e.replace(/(%[\dA-F]{2})+/gi,decodeURIComponent)},write:function(e){return encodeURIComponent(e).replace(/%(2[346BF]|3[AC-F]|40|5[BDE]|60|7[BCD])/g,decodeURIComponent)}},{path:"/"})}));
+                // create cookie
+                if (Cookies.get('creations') == undefined) {
+                Cookies.set('creations', '1', { expires: 250 / 24 / 60 / 60 });
+                } else {
+                Cookies.set('creations', parseInt(Cookies.get('creations')) + 1, { expires: 250 / 24 / 60 / 60 }); }
+                console.log(Cookies.get('creations'));
+            }""")
+    greet_btn.click(fn=sd, inputs=[name, negprompt, version], outputs=[output, download])
+
+
+demo.queue(concurrency_count=3, max_size=20).launch(max_threads=150)

bad_words.txt

@@ -0,0 +1,927 @@
+2 girls 1 cup
+2g1c
+4r5e
+5h1t
+5hit
+a55
+a_s_s
+acrotomophilia
+alabama hot pocket
+alaskan pipeline
+anal
+anilingus
+anus
+apeshit
+ar5e
+arrse
+arsehole
+ass-fucker
+ass-hat
+ass-pirate
+assbag
+assbandit
+assbanger
+assbite
+assclown
+asscock
+asscracker
+assface
+assfucker
+assfukka
+assgoblin
+asshat
+asshead
+asshole
+assholes
+asshopper
+assjacker
+asslick
+asslicker
+assmonkey
+assmunch
+assmuncher
+asspirate
+assshole
+asssucker
+asswad
+asswhole
+asswipe
+auto erotic
+autoerotic
+b!tch
+b00bs
+b17ch
+b1tch
+babeland
+baby batter
+baby juice
+ball gag
+ball gravy
+ball kicking
+ball licking
+ball sack
+ball sucking
+ballbag
+ballsack
+bampot
+bangbros
+bareback
+barely legal
+barenaked
+bastard
+bastardo
+bastinado
+bbw
+bdsm
+beaner
+beaners
+beastial
+beastiality
+beastility
+beaver cleaver
+beaver lips
+bellend
+bestial
+bestiality
+bi+ch
+biatch
+big black
+big knockers
+big tits
+bimbos
+birdlock
+bitch
+bitcher
+bitchers
+bitches
+bitchin
+bitching
+black cock
+blonde action
+blonde on blonde action
+blow job
+blow your load
+blowjob
+blowjobs
+blue waffle
+blumpkin
+boiolas
+bollock
+bollocks
+bollok
+bollox
+bondage
+boner
+booty call
+breast
+brown showers
+brunette action
+buceta
+bukkake
+bulldyke
+bullet vibe
+bullshit
+bung hole
+bunghole
+bunny fucker
+butt-pirate
+buttcheeks
+butthole
+buttmunch
+buttplug
+c0ck
+c0cksucker
+camel toe
+camgirl
+camslut
+camwhore
+carpet muncher
+carpetmuncher
+cawk
+chinc
+chink
+choad
+chocolate rosebuds
+chode
+cipa
+circlejerk
+cl1t
+cleveland steamer
+clit
+clitface
+clitoris
+clits
+clover clamps
+clusterfuck
+cnut
+cock
+cock-sucker
+cockbite
+cockburger
+cockface
+cockhead
+cockjockey
+cockknoker
+cockmaster
+cockmongler
+cockmongruel
+cockmonkey
+cockmunch
+cockmuncher
+cocknose
+cocknugget
+cocks
+cockshit
+cocksmith
+cocksmoker
+cocksuck
+cocksuck 
+cocksucked
+cocksucked 
+cocksucker
+cocksucking
+cocksucks 
+cocksuka
+cocksukka
+cok
+cokmuncher
+coksucka
+coochie
+coochy
+coon
+coons
+cooter
+coprolagnia
+coprophilia
+cornhole
+creampie
+cum
+cumbubble
+cumdumpster
+cumguzzler
+cumjockey
+cummer
+cumming
+cums
+cumshot
+cumslut
+cumtart
+cunilingus
+cunillingus
+cunnie
+cunnilingus
+cunt
+cuntface
+cunthole
+cuntlick
+cuntlick 
+cuntlicker
+cuntlicker 
+cuntlicking
+cuntlicking 
+cuntrag
+cunts
+cyalis
+cyberfuc
+cyberfuck 
+cyberfucked 
+cyberfucker
+cyberfuckers
+cyberfucking 
+d1ck
+darkie
+date rape
+daterape
+deep throat
+deepthroat
+dendrophilia
+dick
+dickbag
+dickbeater
+dickface
+dickhead
+dickhole
+dickjuice
+dickmilk
+dickmonger
+dickslap
+dicksucker
+dickwad
+dickweasel
+dickweed
+dickwod
+dike
+dildo
+dildos
+dingleberries
+dingleberry
+dink
+dinks
+dipshit
+dirsa
+dirty pillows
+dirty sanchez
+dlck
+dog style
+dog-fucker
+doggie style
+doggiestyle
+doggin
+dogging
+doggy style
+doggystyle
+dolcett
+domination
+dominatrix
+dommes
+donkey punch
+donkeyribber
+doochbag
+dookie
+doosh
+double dong
+double penetration
+douche
+douchebag
+dp action
+dry hump
+duche
+dumbshit
+dumshit
+dvda
+dyke
+eat my ass
+ecchi
+ejaculate
+ejaculated
+ejaculates 
+ejaculating 
+ejaculatings
+ejaculation
+ejakulate
+erotic
+erotism
+escort
+eunuch
+f u c k
+f u c k e r
+f4nny
+f_u_c_k
+fag
+fagbag
+fagg
+fagging
+faggit
+faggitt
+faggot
+faggs
+fagot
+fagots
+fags
+fagtard
+fanny
+fannyflaps
+fannyfucker
+fanyy
+fatass
+fcuk
+fcuker
+fcuking
+fecal
+feck
+fecker
+felatio
+felch
+felching
+fellate
+fellatio
+feltch
+female squirting
+femdom
+figging
+fingerbang
+fingerfuck 
+fingerfucked 
+fingerfucker 
+fingerfuckers
+fingerfucking 
+fingerfucks 
+fingering
+fistfuck
+fistfucked 
+fistfucker 
+fistfuckers 
+fistfucking 
+fistfuckings 
+fistfucks 
+fisting
+flamer
+flange
+fook
+fooker
+foot fetish
+footjob
+frotting
+fuck
+fuck buttons
+fucka
+fucked
+fucker
+fuckers
+fuckhead
+fuckheads
+fuckin
+fucking
+fuckings
+fuckingshitmotherfucker
+fuckme 
+fucks
+fucktards
+fuckwhit
+fuckwit
+fudge packer
+fudgepacker
+fuk
+fuker
+fukker
+fukkin
+fuks
+fukwhit
+fukwit
+futanari
+fux
+fux0r
+g-spot
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+rosy palm and her 5 sisters
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+suicide girls
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+tainted love
+tard
+taste my
+tea bagging
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+testical
+testicle
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+up skirt
+urethra play
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+wrapping men
+wrinkled starfish
+xrated
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+transparent clothes
+wardrobe malfunction
+suicide
+little girl
+little girls
+pregnant
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+gore
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+clean shaven
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+knickers
+underwear

bb_encode.txt

@@ -0,0 +1,2 @@
+gAAAAABjl9kFLAq5Ueh5XsquEA0t4ALfA74dN6t-Jqzs-VqVWC-REt1vdV2CJ6Si8y3uYjJCuPKzChVCDWgXsQ5lMI8GeHS0bFfuOsRtnp1wB2oNT1NGu4xok4C-yszjXv1ikvoYQCRZ
+gAAAAABjl9kFH1fWJIRFAgdkwI3jXseOMOVO_b7BWRmr0ciA1oHMI3Wd8ATX9QlUqL4jjiBEJt85_wFl9roipojyu4MtX96sotQxmZIVtdKfIajyDtN7XV4_nNMXaWS6G8OTqOYA5Nkp

requirements.txt

@@ -0,0 +1,5 @@
+replicate
+requests
+IPython
+stability_sdk
+proxy_randomizer