CodeS is a series of Code LLMs specifically optimized for SQL generation. The CodeS encompasses 1B, 3B, 7B, and 15B scales. CodeS-1B, 3B, and 7B are incrementally pre-trained on the top of StarCoderBase-1B, 3B, and 7B and support the max length of 8,192. Meanwhile, CodeS-15B, derived from StarCoder-15B, accommodates sequences of up to 6,144 tokens. We have demonstrated that CodeS achieves new state-of-the-art performance on two challenging Text-to-SQL benchmarks: Spider and Bird. For more details about how to use CodeS, please refer to our GitHub page: https://github.com/RUCKBReasoning/codes.
Модальности:
Генерация текста
Области применения:
Генерация кода Текст в SQL
Языки программирования:
SQL
Задача: Генерация текста
Автор: seeklhy
Теги: gpt_bigcode, SQL generation, Text-to-SQL, text2sql, sql, code, text-generation-inference, endpoints_compatible
Лайков: 3 | Загрузок: 98
Описание основано на материалах HuggingFace. Перевод выполнен автоматически.
