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InfinityMATH

Масштабируемый набор данных для настройки математических моделей

InfinityMATH, масштабируемый набор данных для настройки моделей для математического анализа.

Эксперименты по точной настройке языков и моделей кода с открытым исходным кодом, таких как Llama2 и CodeLlama, демонстрируют практические преимущества InfinityMATH.

Эти точно настроенные модели показали значительные улучшения, составив в среднем от 184,7% до 514,3% процентов прироста.

Кроме того, эти модели продемонстрировали хорошие оценки надежность в тестах GSM8K+ и MATH+, которые представляют собой усовершенствованную версию тестовых наборов с простым изменением количества тестов.

InfinityMATH делает модели более универсальными и эффективными для решения широкого круга математических задач.

https://huggingface.co/papers/2408.07089

Математика Дата саентиста
InfinityMATH

Масштабируемый набор данных для настройки математических моделей

InfinityMATH, масштабируемый набор данных для настройки моделей для математического анализа.

Эксперименты по точной настройке языков и моделей кода с открытым исходным кодом, таких как Llama2 и CodeLlama, демонстрируют практические преимущества InfinityMATH.

Эти точно настроенные модели показали значительные улучшения, составив в среднем от 184,7% до 514,3% процентов прироста.

Кроме того, эти модели продемонстрировали хорошие оценки надежность в тестах GSM8K+ и MATH+, которые представляют собой усовершенствованную версию тестовых наборов с простым изменением количества тестов.

InfinityMATH делает модели более универсальными и эффективными для решения широкого круга математических задач.

https://huggingface.co/papers/2408.07089
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InfinityMATH

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