LIwenjun-123/KIMI-K2.5-450000x

--- license: apache-2.0 language: - en size_categories: - 100K<n<1M task_categories: - text-generation - question-answering tags: - reasoning - chain-of-thought - instruction-tuning - sft --- ------------------------------------ # KIMI-K2.5-450000x - 450,000 reasoning traces distilled from ```KIMI-K2.5``` on ```high``` reasoning ------------------------------------ - Distribution: ``` Coding: 60% (Includes: Webdev, Python, C++, Java, JS, C, Ruby, Lua, Rust, and C#) Science: 15% (Physics, Chemistry, Biology) Math: 10% (Algebra, Calculus, Probability) Computer Science: 5% Logical Questions 5% Creative Writing: 5% ``` - Token Count: ```1.8B``` ------------------------------------ > [!NOTE] >  > ------------------------------------ #### Data Collection - Collected using a modified Datagen by [TeichAI](https://huggingface.co/TeichAI) <img src="https://cdn-avatars.huggingface.co/v1/production/uploads/6837935ac3b7ffe0d2559ce9/-AxyvV4wfUY8uo87kNKkK.png" width="20" height="20" style="display: inline-block; vertical-align: middle; margin: 0 3px;">, over the course of about (20) hours ------------------------------------ #### hi - ianncity <img src="https://preview.redd.it/steam-happy-but-high-quality-v0-22ku6htw4u0c1.png?width=640&crop=smart&auto=webp&s=221735cb09dc3d4c1c7349e3187e752f6fe775e4" width="20" height="20" style="display: inline-block; vertical-align: middle; margin: 0 3px;">--- 许可证：Apache-2.0 语言： - 英语 数据规模类别： - 10万<数据量<100万 任务类别： - 文本生成 - 问答 标签： - 推理 - 思维链（Chain-of-Thought） - 指令微调（Instruction Tuning） - 监督微调（Supervised Fine-Tuning，SFT） --- # KIMI-K2.5-450000x - 包含45万条从高难度推理场景下的KIMI-K2.5模型蒸馏得到的推理轨迹。 --- ### 数据分布 编码类：60%（涵盖Web开发、Python、C++、Java、JS、C、Ruby、Lua、Rust及C#） 科学类：15%（物理、化学、生物） 数学类：10%（代数、微积分、概率论） 计算机科学类：5% 逻辑推理题：5% 创意写作类：5% - Token总数：18亿（1.8B） --- > 注意 >  --- #### 数据采集 - 由[TeichAI](https://huggingface.co/TeichAI)基于经修改的Datagen工具完成采集，耗时约20小时 <img src="https://cdn-avatars.huggingface.co/v1/production/uploads/6837935ac3b7ffe0d2559ce9/-AxyvV4wfUY8uo87kNKkK.png" width="20" height="20" style="display: inline-block; vertical-align: middle; margin: 0 3px;"> --- #### hi - ianncity <img src="https://preview.redd.it/steam-happy-but-high-quality-v0-22ku6htw4u0c1.png?width=640&crop=smart&auto=webp&s=221735cb09dc3d4c1c7349e3187e752f6fe775e4" width="20" height="20" style="display: inline-block; vertical-align: middle; margin: 0 3px;">