dalatexcoder/CONCISE-Reasoning-405x

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license: apache-2.0
language:
- en
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# Compact Reasoning Dataset
This dataset was modified with Gemini 3.1 Flash Lite Preview to be more concise and less assistant-like while preserving the original knowledge. However, it is not Claude style and is integrated.

## Claude Opus 4.6 - High Reasoning (Original Dataset)

This is a reasoning dataset generated using Claude Opus 4.6 with high reasoning effort

It contains distilled reasoning traces from Bullshit Bench for bullshit detection, legal and life decisions data for generalization, traces for improving the models understanding of vague and lazy prompts and more.

~~ ### Formatting guide

The formatting has been changed to integrate reasoning in \<think> blocks.

### Stats

- **Cost:** $ 49.70 (USD)
- **Tokens (input + output):** 2.04 M

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This dataset was generated using [**TeichAI/datagen**](https://github.com/TeichAI/datagen). Check it out to see how this dataset was made and/or to make datasets like these.

许可证：Apache-2.0
语言：
- 英语

# 紧凑推理数据集
本数据集经Gemini 3.1 Flash Lite 预览版（Gemini 3.1 Flash Lite Preview）修改，在保留原始知识的前提下，力求表述更简洁、弱化助手式口吻，但未采用Claude风格，且已完成整合。

## Claude Opus 4.6 - 高推理（原始数据集）

本数据集为采用Claude Opus 4.6以高推理力度生成的推理数据集。
其涵盖来自废话基准测试集（Bullshit Bench）的废话检测精炼推理轨迹、用于提升模型泛化能力的法律与生活决策数据，以及用于增强模型对模糊与敷衍提示理解能力的推理轨迹等内容。

~~ ### 格式规范
已将格式调整为将推理内容整合至<think>标签块中。

### 统计数据
- **成本：** 49.70美元（USD）
- **Token（输入+输出）：** 2.04 M

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本数据集通过[TeichAI/datagen](https://github.com/TeichAI/datagen)生成，可前往该仓库查看本数据集的构建方式，或自行生成同类数据集。