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【意外と知らない】生成AIの根幹、LLMの仕組み AIはなぜ人間みたいに答えられるのか。やっていることは「次に来る単語を予測する」だけです。 トークン化 → ベクトル → アテンション → 96層 → 確率分布から1語を選ぶ。この流れが分かると、ChatGPTの中身が一気に腹落ちします。 AI講座としてシリーズで出していくので、よかったらフォローしてください。 #LLM #生成AI #AI講座 #ChatGPT #Claude
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SFT (Supervised Fine-Tuning / дообучение с учителем) — это базовый метод дообучения языковых моделей (LLM). Используя промпт x и ответ y, он обучает ИИ-модель правильно отвечать на конкретные запросы. С помощью API Hugging Face вы можете легко обучить свою языковую модель. Во-первых, необходимо токенизировать ваши промпты. Во-вторых, настроить аргументы для обучения. И наконец, обучить и оценить вашу модель! #ai #deeplearning #llm #finetuning #huggingface
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