We introduce 🐙 MathOctopus, a series of open-source large language models (LLMs) specifically tailored for multilingual math problem-solving. The MathOctopus models are trained on 🤗 MGSM8KInstruct Dataset, encompassing ten distinct languages. MathOctopus notably outperforms conventional open-source LLMs and exhibits superiority over ChatGPT in few-shot scenarios. *-Parallel refers to our model trained with the parallel-training strategy. *-Cross refers to our model trained with cross-training strategy. *-xRFT means we train the model with multilingual rejection sampling. These models are trained for research purposes. They are designed to solve multilingual math problems. They can be used in educational software, tutoring systems, or any application where a solution to a math problem is needed. Please cite our paper if you use our data, model or code. Please also kindly cite the original dataset papers.
Модальности:
Генерация текста
Области применения:
Математика
Задача: Генерация текста
Автор: Mathoctopus
Теги: llama, en, es, zh, de, ru, th, sw
Лайков: 3 | Загрузок: 17
Описание основано на материалах HuggingFace. Перевод выполнен автоматически.
