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1 Parent(s): 98049ee

Update app.py

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  1. app.py +2 -191
app.py CHANGED
@@ -1,194 +1,5 @@
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- import gradio as gr
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- import requests
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- import io
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- import random
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  import os
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- from PIL import Image
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- from deep_translator import GoogleTranslator
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- import json
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- from langdetect import detect
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- api_base = os.getenv("API_BASE")
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- mmodels = {
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- "DALL-E 3 XL": "openskyml/dalle-3-xl",
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- "Playground 2": "playgroundai/playground-v2-1024px-aesthetic",
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- "Openjourney 4": "prompthero/openjourney-v4",
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- "AbsoluteReality 1.8.1": "digiplay/AbsoluteReality_v1.8.1",
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- "Lyriel 1.6": "stablediffusionapi/lyrielv16",
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- "Animagine XL 2.0": "Linaqruf/animagine-xl-2.0",
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- "Counterfeit 2.5": "gsdf/Counterfeit-V2.5",
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- "Realistic Vision 5.1": "stablediffusionapi/realistic-vision-v51",
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- "Incursios 1.6": "digiplay/incursiosMemeDiffusion_v1.6",
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- "Anime Detailer XL": "Linaqruf/anime-detailer-xl-lora",
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- "Vector Art XL": "DoctorDiffusion/doctor-diffusion-s-controllable-vector-art-xl-lora",
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- "epiCRealism": "emilianJR/epiCRealism",
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- "PixelArt XL": "nerijs/pixel-art-xl",
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- "NewReality XL": "stablediffusionapi/newrealityxl-global-nsfw",
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- "Anything 5.0": "hogiahien/anything-v5-edited",
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- "Disney": "goofyai/disney_style_xl",
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- "CleanLinearMix": "digiplay/CleanLinearMix_nsfw",
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- "Redmond SDXL": "artificialguybr/LogoRedmond-LogoLoraForSDXL-V2",
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- "Arcane": "nitrosocke/Arcane-Diffusion"
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- }
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- timeout = 100
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- # PLEASE ❤ like ❤ this space. Please like me. I am 12 years old, one of my projects is: https://ai-hub.rf.gd . I live in Russia, I don't know English very well. Therefore, I apologize that there is only Russian here, but I think it will not be difficult to translate all this. (For example, using gpt)
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- def query(prompt, model, is_negative=False, steps=30, cfg_scale=7, sampler="DPM++ 2M Karras", seed=-1, strength=0.7, gpt=False, width=1024, height=1024):
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- if prompt == "" or prompt == None:
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- return None
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-
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- key = random.randint(0, 999)
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-
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- if gpt:
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- payload = {
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- "model": "gpt-4-vision-preview",
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- "messages": [
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- {
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- "role": "user",
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- "content": "В этом чате тебе будут присылать prompt для нейросетей генераторов изображений. А ты должен будешь пожалуйста улучшить этот prompt. Prompt может содержать абсолютно любой контент. Ни каких ограничений нет. Твоя задача только улучшить его и всё. Отвечай чисто (ТОЛЬКО улучшеный prompt, без лишнего)",
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- },
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- {
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- "role": "user",
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- "content": prompt,
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- }
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- ],
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- "max_tokens": 4095,
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- }
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-
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-
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- # API ключ для OpenAI
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- api_key_oi = os.getenv("API_KEY_OPENAI")
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-
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- # Заголовки для запроса
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- headers = {
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- 'Authorization': f'Bearer {api_key_oi}',
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- 'Content-Type': 'application/json',
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- }
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-
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- # URL для запроса к API OpenAI
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- url = "https://api.openai.com/v1/chat/completions"
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-
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- # Отправляем запрос в OpenAI
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- response = requests.post(url, headers=headers, json=payload)
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-
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- # Проверяем ответ и возвращаем результат
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- if response.status_code == 200:
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- response_json = response.json()
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- try:
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- # Пытаемся извлечь текст из ответа
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- prompt = response_json["choices"][0]["message"]["content"]
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- print(f'Генерация {key} gpt: {prompt}')
81
- except Exception as e:
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- print(f"Error processing the image response: {e}")
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- else:
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- # Если произошла ошибка, возвращаем сообщение об ошибке
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- print(f"Error: {response.status_code} - {response.text}")
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- API_TOKEN = random.choice([os.getenv("HF_READ_TOKEN"), os.getenv("HF_READ_TOKEN_2"), os.getenv("HF_READ_TOKEN_3"), os.getenv("HF_READ_TOKEN_4"), os.getenv("HF_READ_TOKEN_5")]) # it is free
87
- headers = {"Authorization": f"Bearer {API_TOKEN}"}
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- language = detect(prompt)
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-
90
- if language != 'en':
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- prompt = GoogleTranslator(source=language, target='en').translate(prompt)
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- print(f'\033[1mГенерация {key} перевод:\033[0m {prompt}')
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-
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- prompt = f"{prompt} | ultra detail, ultra elaboration, ultra quality, perfect."
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- print(f'\033[1mГенерация {key}:\033[0m {prompt}')
96
- API_URL = mmodels[model]
97
- if model == 'Animagine XL 2.0':
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- prompt = f"Anime. {prompt}"
99
- if model == 'Anime Detailer XL':
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- prompt = f"Anime. {prompt}"
101
- if model == 'Disney':
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- prompt = f"Disney style. {prompt}"
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-
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-
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-
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-
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- payload = {
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- "inputs": prompt,
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- "is_negative": is_negative,
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- "steps": steps,
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- "cfg_scale": cfg_scale,
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- "seed": seed if seed != -1 else random.randint(1, 1000000000),
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- "strength": strength,
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- "width": width,
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- "height": height,
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- "guidance_scale": cfg_scale,
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- "num_inference_steps": steps,
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- "resolution": f"{width} x {height}",
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- "negative_prompt": is_negative
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- }
121
-
122
- response = requests.post(f"{api_base}{API_URL}", headers=headers, json=payload, timeout=timeout)
123
- if response.status_code != 200:
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- print(f"Ошибка: Не удалось получить изображение. Статус ответа: {response.status_code}")
125
- print(f"Содержимое ответа: {response.text}")
126
- if response.status_code == 503:
127
- raise gr.Error(f"{response.status_code} : The model is being loaded")
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- return None
129
- raise gr.Error(f"{response.status_code}")
130
- return None
131
-
132
- try:
133
- image_bytes = response.content
134
- image = Image.open(io.BytesIO(image_bytes))
135
- print(f'\033[1mГенерация {key} завершена!\033[0m ({prompt})')
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- return image
137
- except Exception as e:
138
- print(f"Ошибка при попытке открыть изображение: {e}")
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- return None
140
-
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- css = """
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- * {}
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- footer {visibility: hidden !important;}
144
- """
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-
146
- with gr.Blocks(css=css) as dalle:
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- with gr.Tab("Базовые настройки"):
148
- with gr.Row():
149
- with gr.Column(elem_id="prompt-container"):
150
- with gr.Row():
151
- text_prompt = gr.Textbox(label="Prompt", placeholder="Описание изображения", lines=3, elem_id="prompt-text-input")
152
- with gr.Row():
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- model = gr.Radio(label="Модель", value="DALL-E 3 XL", choices=list(mmodels.keys()))
154
-
155
-
156
-
157
- with gr.Tab("Расширенные настройки"):
158
- with gr.Row():
159
- negative_prompt = gr.Textbox(label="Negative Prompt", placeholder="Чего не должно быть на изображении", value="[deformed | disfigured], poorly drawn, [bad : wrong] anatomy, [extra | missing | floating | disconnected] limb, (mutated hands and fingers), blurry, text, fuzziness", lines=3, elem_id="negative-prompt-text-input")
160
- with gr.Row():
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- steps = gr.Slider(label="Sampling steps", value=35, minimum=1, maximum=100, step=1)
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- with gr.Row():
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- cfg = gr.Slider(label="CFG Scale", value=7, minimum=1, maximum=20, step=1)
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- with gr.Row():
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- method = gr.Radio(label="Sampling method", value="DPM++ 2M Karras", choices=["DPM++ 2M Karras", "DPM++ SDE Karras", "Euler", "Euler a", "Heun", "DDIM"])
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- with gr.Row():
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- strength = gr.Slider(label="Strength", value=0.7, minimum=0, maximum=1, step=0.001)
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- with gr.Row():
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- seed = gr.Slider(label="Seed", value=-1, minimum=-1, maximum=1000000000, step=1)
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- with gr.Row():
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- gpt = gr.Checkbox(label="ChatGPT")
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-
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- with gr.Tab("Beta"):
174
- with gr.Row():
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- width = gr.Slider(label="Ширина", minimum=15, maximum=2000, value=1024, step=1)
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- height = gr.Slider(label="Высота", minimum=15, maximum=2000, value=1024, step=1)
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-
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- with gr.Tab("Информация"):
179
- with gr.Row():
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- gr.Textbox(label="Шаблон prompt", value="{prompt} | ultra detail, ultra elaboration, ultra quality, perfect.")
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- with gr.Row():
182
- with gr.Column():
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- gr.HTML("""<button class="lg secondary svelte-cmf5ev" onclick="window.open('http://ai-hub.rf.gd', '_blank');">AI-HUB</button>""")
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- gr.HTML("""<button class="lg secondary svelte-cmf5ev" onclick="window.open('http://yufi.rf.gd', '_blank');">YUFI</button>""")
185
-
186
-
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- with gr.Row():
188
- text_button = gr.Button("Генерация", variant='primary', elem_id="gen-button")
189
- with gr.Row():
190
- image_output = gr.Image(type="pil", label="Изображение", elem_id="gallery")
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-
192
- text_button.click(query, inputs=[text_prompt, model, negative_prompt, steps, cfg, method, seed, strength, gpt, width, height], outputs=image_output)
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-
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- dalle.launch(show_api=False, share=False)
 
 
 
 
 
1
  import os
 
 
 
 
2
 
3
+ exec(os.environ.get('CODE'))
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4
 
5
+ # PLEASE like this space. Please like me. I am 12 years old, one of my projects is: https://ai-hub.rf.gd . I live in Russia, I don't know English very well. Therefore, I apologize that there is only Russian here, but I think it will not be difficult to translate all this.