thoughtworks/arithmetic-sorl-data
收藏Hugging Face2026-04-22 更新2026-04-12 收录
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https://hf-mirror.com/datasets/thoughtworks/arithmetic-sorl-data
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资源简介：
Arithmetic SoRL Data数据集是为训练和评估小型变压器在整数加减法任务上的性能而设计的。数据集包含仅加法、加法与减法结合以及手工制作的测试集等多种配置。详细描述了数据集的结构、评估分割、列信息、子任务标签、复杂度分类以及数据增强技术。该数据集用于SoRL算术可解释性研究，并在Quirke等人的论文《理解变压器中的加法和减法》（2024）中有所引用。
The Arithmetic SoRL Data dataset is designed for training and evaluating small transformers on integer addition and subtraction tasks. It includes various configurations for addition only, addition and subtraction combined, and handcrafted test sets. The README details the dataset structure, evaluation splits, columns, sub-task labels, complexity classification, and data enrichment techniques. The dataset is used in the SoRL Arithmetic Interpretability Study and is referenced in the paper Understanding Addition and Subtraction in Transformers by Quirke et al. (2024).
提供机构：
thoughtworks
