five

deqing/addition_dataset

收藏
Hugging Face2026-05-27 更新2026-03-29 收录
下载链接:
https://hf-mirror.com/datasets/deqing/addition_dataset
下载链接
链接失效反馈
官方服务:
资源简介:
该数据集是一个加法问题集合,格式为{a} + {b} = {c},其中包含多个子集,如test(5K个评估示例,操作数至少为2位数)、1BT(约85M训练示例,约10亿令牌)、10BT(约850M训练示例,约100亿令牌)和3MT-3digit(详尽单令牌加法,覆盖0到999的所有a和b组合,且a+b≤999)。数据集进行了去重处理,排除了交换性重复项(例如,如果a+b=c存在,则排除b+a=c),并确保测试集对不泄露到训练集中,适用于自然语言处理和机器学习模型的训练与评估。

Addition problems in the format {a} + {b} = {c}. The dataset includes subsets such as test (5K held-out evaluation examples with operands >= 10, i.e., at least 2 digits), 1BT (~85M training examples, ~1 billion tokens under Llama-3 tokenizer), 10BT (~850M training examples, ~10 billion tokens), and 3MT-3digit (exhaustive single-token addition covering all (a, b) with a, b in [0, 999] and a+b ≤ 999). Deduplication is applied to exclude commutative duplicates (e.g., if a+b=c exists, b+a=c is excluded) and prevent test set leakage into training splits, suitable for NLP and machine learning model training and evaluation.
提供机构:
deqing
二维码
社区交流群
二维码
科研交流群
商业服务