Zhi-Create-Qwen3-32B is a fine-tuned model derived from Qwen/Qwen3-32B, with a focus on enhancing creative writing capabilities. Through careful optimization, the model shows promising improvements in creative writing performance, as evaluated using the WritingBench. In our evaluation, the model attains a score of 82.08 on WritingBench, which represents a significant improvement over the base Qwen3-32B model’s score of 78.97. Additionally, to maintain the model’s general capabilities such as knowledge and reasoning, we performed fine-grained data mixture experiments by combining general knowledge, mathematics, code, and other data types. The final evaluation results show that general capabilities remain stable with no significant decline compared to the base model. The model’s training corpus comprises three primary data sources: rigorously filtered open-source datasets, synthesized chain-of-thought reasoning corpora, and curated question-answer pairs from Zhihu. To achieve optimal domain coverage, we meticulously balanced the distribution of various datasets through data mixture optimization experiments. These datasets include Dolphin-r1,…
Модальности:
Генерация текста
Области применения:
Диалог / чат
Задача: Генерация текста
Автор: Zhihu-ai
Теги: qwen3, conversational, zh, en, text-generation-inference, endpoints_compatible, compressed-tensors
Лайков: 4 | Загрузок: 10
Описание основано на материалах HuggingFace. Перевод выполнен автоматически.
