OpenMOSS-Team/GameQA-text
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--- license: mit task_categories: - question-answering language: - en --- ***Here we provide a pure-text version of GameQA, encompassing some appropriate games.*** (See https://github.com/tongjingqi/Code2Logic/issues/2) # Code2Logic: Game-Code-Driven Data Synthesis for Enhancing VLMs General Reasoning This is the first work, to the best of our knowledge, that leverages ***game code*** to synthesize multimodal reasoning data for ***training*** VLMs. Furthermore, when trained with a GRPO strategy solely on **GameQA** (synthesized via our proposed **Code2Logic** approach), multiple cutting-edge open-source models exhibit significantly enhanced out-of-domain generalization. [[📖 Paper](https://arxiv.org/abs/2505.13886)] [[💻 Code](https://github.com/tongjingqi/Code2Logic)] [🤗 [GameQA-140K Dataset](https://huggingface.co/datasets/Gabriel166/GameQA-140K)] [🤗 [GameQA-InternVL3-8B](https://huggingface.co/Code2Logic/GameQA-InternVL3-8B) ] [🤗 [GameQA-Qwen2.5-VL-7B](https://huggingface.co/Code2Logic/GameQA-Qwen2.5-VL-7B)] [🤗 [GameQA-LLaVA-OV-7B](https://huggingface.co/Code2Logic/GameQA-llava-onevision-qwen2-7b-ov-hf) ] <div align=center><img src="https://raw.githubusercontent.com/tongjingqi/Code2Logic/refs/heads/main/assets/categorized_30_games_images.png"></div>
许可证：MIT许可证 任务类别： - 问答 语言： - 英语 ***我们在此提供GameQA的纯文本版本，涵盖多款适配的游戏***（详见https://github.com/tongjingqi/Code2Logic/issues/2） # Code2Logic：基于游戏代码驱动的数据合成，提升视觉语言模型（Vision-Language Model, VLM）的通用推理能力 据我们所知，这是首项利用**游戏代码**为**训练**视觉语言模型合成多模态推理数据的研究工作。此外，仅使用本团队提出的**Code2Logic**方法合成的**GameQA**数据集，结合GRPO策略进行训练后，多款前沿开源模型的跨域泛化能力得到了显著提升。 [[📖 论文](https://arxiv.org/abs/2505.13886)] [[💻 代码](https://github.com/tongjingqi/Code2Logic)] [🤗 [GameQA-140K数据集](https://huggingface.co/datasets/Gabriel166/GameQA-140K)] [🤗 [GameQA-InternVL3-8B模型](https://huggingface.co/Code2Logic/GameQA-InternVL3-8B)] [🤗 [GameQA-Qwen2.5-VL-7B模型](https://huggingface.co/Code2Logic/GameQA-Qwen2.5-VL-7B)] [🤗 [GameQA-LLaVA-OV-7B模型](https://huggingface.co/Code2Logic/GameQA-llava-onevision-qwen2-7b-ov-hf)] <div align=center><img src="https://raw.githubusercontent.com/tongjingqi/Code2Logic/refs/heads/main/assets/categorized_30_games_images.png"></div>
