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Update app.py
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app.py
CHANGED
@@ -2,11 +2,11 @@ import gradio as gr
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import time
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from transformers import pipeline
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#
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models = {
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"ChatGPT-like (
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"DeepSeek-like": pipeline("text-generation", model="
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"GigaChat-like (
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}
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# Промпты
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@@ -59,37 +59,37 @@ def generate_comparison(user_input):
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}
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return (
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result["ChatGPT-like (
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result["ChatGPT-like (
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result["DeepSeek-like"]["cot_answer"], result["DeepSeek-like"]["cot_time"],
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result["DeepSeek-like"]["simple_answer"], result["DeepSeek-like"]["simple_time"],
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result["GigaChat-like (
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result["GigaChat-like (
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)
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# Интерфейс
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with gr.Blocks() as demo:
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gr.Markdown("## Сравнение моделей:
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inp = gr.Textbox(label="Вопрос клиента", placeholder="Например: Я не могу войти в личный кабинет", lines=2)
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btn = gr.Button("Сгенерировать")
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# ChatGPT-like
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gr.Markdown("### ChatGPT-like (
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cot1 = gr.Textbox(label="CoT ответ")
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cot1_time = gr.Textbox(label="Время CoT")
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simple1 = gr.Textbox(label="Обычный ответ")
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simple1_time = gr.Textbox(label="Время обычного")
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# DeepSeek-like
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gr.Markdown("### DeepSeek-like")
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cot2 = gr.Textbox(label="CoT ответ")
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cot2_time = gr.Textbox(label="Время CoT")
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simple2 = gr.Textbox(label="Обычный ответ")
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simple2_time = gr.Textbox(label="Время обычного")
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# GigaChat-like
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gr.Markdown("### GigaChat-like (
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cot3 = gr.Textbox(label="CoT ответ")
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cot3_time = gr.Textbox(label="Время CoT")
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simple3 = gr.Textbox(label="Обычный ответ")
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import time
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from transformers import pipeline
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# Лёгкие, русскоязычные модели
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models = {
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"ChatGPT-like (ruDialoGPT-medium)": pipeline("text-generation", model="sberbank-ai/ruDialoGPT-medium", tokenizer="sberbank-ai/ruDialoGPT-medium", device=-1),
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"DeepSeek-like (ruGPT3-small)": pipeline("text-generation", model="ai-forever/rugpt3small_based_on_gpt2", tokenizer="ai-forever/rugpt3small_based_on_gpt2", device=-1),
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"GigaChat-like (ruGPT3-large)": pipeline("text-generation", model="ai-forever/rugpt3large_based_on_gpt2", tokenizer="ai-forever/rugpt3large_based_on_gpt2", device=-1),
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}
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# Промпты
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}
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return (
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result["ChatGPT-like (ruDialoGPT-medium)"]["cot_answer"], result["ChatGPT-like (ruDialoGPT-medium)"]["cot_time"],
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result["ChatGPT-like (ruDialoGPT-medium)"]["simple_answer"], result["ChatGPT-like (ruDialoGPT-medium)"]["simple_time"],
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result["DeepSeek-like (ruGPT3-small)"]["cot_answer"], result["DeepSeek-like (ruGPT3-small)"]["cot_time"],
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result["DeepSeek-like (ruGPT3-small)"]["simple_answer"], result["DeepSeek-like (ruGPT3-small)"]["simple_time"],
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result["GigaChat-like (ruGPT3-large)"]["cot_answer"], result["GigaChat-like (ruGPT3-large)"]["cot_time"],
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result["GigaChat-like (ruGPT3-large)"]["simple_answer"], result["GigaChat-like (ruGPT3-large)"]["simple_time"]
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)
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# Интерфейс
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with gr.Blocks() as demo:
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gr.Markdown("## Сравнение моделей: ruDialoGPT, ruGPT3-small, ruGPT3-large (Классификация обращений)")
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inp = gr.Textbox(label="Вопрос клиента", placeholder="Например: Я не могу войти в личный кабинет", lines=2)
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btn = gr.Button("Сгенерировать")
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# ChatGPT-like
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gr.Markdown("### ChatGPT-like (ruDialoGPT-medium)")
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cot1 = gr.Textbox(label="CoT ответ")
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cot1_time = gr.Textbox(label="Время CoT")
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simple1 = gr.Textbox(label="Обычный ответ")
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simple1_time = gr.Textbox(label="Время обычного")
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# DeepSeek-like
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gr.Markdown("### DeepSeek-like (ruGPT3-small)")
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cot2 = gr.Textbox(label="CoT ответ")
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cot2_time = gr.Textbox(label="Время CoT")
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simple2 = gr.Textbox(label="Обычный ответ")
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simple2_time = gr.Textbox(label="Время обычного")
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# GigaChat-like
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gr.Markdown("### GigaChat-like (ruGPT3-large)")
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cot3 = gr.Textbox(label="CoT ответ")
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cot3_time = gr.Textbox(label="Время CoT")
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simple3 = gr.Textbox(label="Обычный ответ")
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