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why
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---+++---
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The capital of France is and the population is
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10.1.1.255 - - [28/Apr/2026:20:29:06 +0000] "GET /
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pqowieuryt
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..............................
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aslkdjf lksajdf lksajdf
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import pandas as pd df = pd.read_csv(
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how many
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qwpoirutyhghg
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End of preview. Expand in Data Studio

Sorry-Dataset (by Gemini & lumasik)

Этот датасет создан совместно нейросетью Gemini и разработчиком lumasik. Он предназначен для повышения устойчивости языковых моделей (LLM) к некорректному, оборванному или зашумленному вводу.

🎯 Основная цель

Научить модель адекватно реагировать на «тупые» или технически битые промпты. Вместо того чтобы галлюцинировать или выдавать ошибку, модель обучается:

  1. Вежливо сообщать об обрыве мысли ("Sorry, чето там ты оборвался...").
  2. Пытаться угадать контекст, если это возможно ("Maybe you mean...").
  3. Игнорировать чистый клавиатурный мусор (клавиатурный «мэш»).

🛠 Особенности данных

  • Специфика: Датасет имитирует реальное поведение пользователя: опечатки, обрывы кода, копипаст системных логов и случайные нажатия клавиш.
  • Личность: Ответы сформулированы в живой, слегка ироничной манере, помогая модели сохранять «человеческий» облик даже при работе с мусором.
  • Технический уклон: Большое внимание уделено оборванным фрагментам кода (Python, JS, SQL, C++) и командам терминала Linux.

📊 Характеристики

  • Количество строк: 775 строк
  • Размер: ~145 KB.
  • Формат:
    • question: Входной шум или оборванная фраза.
    • answer: Ответ с уточнением или попыткой восстановления контекста.

🚀 Как использовать

Датасет идеально подходит для финальной стадии файн-тюнинга (SFT), чтобы модель перестала «ломаться» на плохих входных данных. Рекомендуется использовать вместе с основным разговорным набором данных для баланса.

Authors: lumasik & Gemini 3 flash

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