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Интересный рассказ с картинками про то, как приноровились менять поведение предтренированной модели, воздействуя непосредственно на её эмбеддинги:

https://hottg.com/seeallochnaya/682
https://hottg.com/seeallochnaya/685
https://hottg.com/seeallochnaya/687
(Три последовательных поста)

Акцент делается на задачах alignment и детекции галлюцинаций. Но я думаю, что если подтвердится информация о том, что эти задачи хорошо решаются, то можно будет приспособить метод и для многого другого.

Основой поста служит статья Representation Engineering: A Top-Down Approach to AI Transparency ( https://arxiv.org/abs/2310.01405 ), надо будет ее разобрать, чтобы понять детали того, как именно "сдвигают" представления в пространстве эмбеддингов для получения нужного эффекта, потому что мне понравилась идея. ✍

#объяснения_статей

Техножрица 👩‍💻👩‍🏫👩‍🔧
Интересный рассказ с картинками про то, как приноровились менять поведение предтренированной модели, воздействуя непосредственно на её эмбеддинги:

https://hottg.com/seeallochnaya/682
https://hottg.com/seeallochnaya/685
https://hottg.com/seeallochnaya/687
(Три последовательных поста)

Акцент делается на задачах alignment и детекции галлюцинаций. Но я думаю, что если подтвердится информация о том, что эти задачи хорошо решаются, то можно будет приспособить метод и для многого другого.

Основой поста служит статья Representation Engineering: A Top-Down Approach to AI Transparency ( https://arxiv.org/abs/2310.01405 ), надо будет ее разобрать, чтобы понять детали того, как именно "сдвигают" представления в пространстве эмбеддингов для получения нужного эффекта, потому что мне понравилась идея. ✍

#объяснения_статей
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Representation Engineering: A Top-Down Approach to AI Transparency

Собрались как-то более 20 исследователей со всех уголков LLM-мира, от Berkeley до Center for AI Safety, и решили написать статью с описанием новой области: инженерии представлений (representation…
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hottg.com/tech_priestess/974
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Интересный рассказ с картинками про то

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