arithmetic-circuit-overloading/synthetic-dataset-2d-500K-50K-0.2-reverse-padzero

Name: arithmetic-circuit-overloading/synthetic-dataset-2d-500K-50K-0.2-reverse-padzero
Creator: arithmetic-circuit-overloading
Published: 2026-02-26 18:07:38
License: 暂无描述

Hugging Face2026-02-26 更新2026-03-29 收录

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https://hf-mirror.com/datasets/arithmetic-circuit-overloading/synthetic-dataset-2d-500K-50K-0.2-reverse-padzero

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--- dataset_info: - config_name: '100' features: - name: _id dtype: string - name: base_operation dtype: string - name: target_operation dtype: string - name: fs_examples list: string - name: question dtype: string - name: answer dtype: string - name: prompt dtype: string splits: - name: train num_bytes: 118106165 num_examples: 500000 - name: validation num_bytes: 11661000 num_examples: 50000 download_size: 52035783 dataset_size: 129767165 - config_name: mul-sub-50 features: - name: _id dtype: string - name: base_operation dtype: string - name: target_operation dtype: string - name: fs_examples list: string - name: question dtype: string - name: answer dtype: string - name: prompt dtype: string splits: - name: train num_bytes: 118763036 num_examples: 500000 - name: validation num_bytes: 11726808 num_examples: 50000 download_size: 53762352 dataset_size: 130489844 - config_name: mul-sub-75 features: - name: _id dtype: string - name: base_operation dtype: string - name: target_operation dtype: string - name: fs_examples list: string - name: question dtype: string - name: answer dtype: string - name: prompt dtype: string splits: - name: train num_bytes: 118433111 num_examples: 500000 - name: validation num_bytes: 11693266 num_examples: 50000 download_size: 53676189 dataset_size: 130126377 - config_name: mul-sub-90 features: - name: _id dtype: string - name: base_operation dtype: string - name: target_operation dtype: string - name: fs_examples list: string - name: question dtype: string - name: answer dtype: string - name: prompt dtype: string splits: - name: train num_bytes: 118238301 num_examples: 500000 - name: validation num_bytes: 11674463 num_examples: 50000 download_size: 53272842 dataset_size: 129912764 - config_name: mul-sub-95 features: - name: _id dtype: string - name: base_operation dtype: string - name: target_operation dtype: string - name: fs_examples list: string - name: question dtype: string - name: answer dtype: string - name: prompt dtype: string splits: - name: train num_bytes: 118172105 num_examples: 500000 - name: validation num_bytes: 11667564 num_examples: 50000 download_size: 53008449 dataset_size: 129839669 - config_name: mul-sub-99 features: - name: _id dtype: string - name: base_operation dtype: string - name: target_operation dtype: string - name: fs_examples list: string - name: question dtype: string - name: answer dtype: string - name: prompt dtype: string splits: - name: train num_bytes: 118119024 num_examples: 500000 - name: validation num_bytes: 11662233 num_examples: 50000 download_size: 52640862 dataset_size: 129781257 - config_name: plus-mul-50 features: - name: _id dtype: string - name: base_operation dtype: string - name: target_operation dtype: string - name: fs_examples list: string - name: question dtype: string - name: answer dtype: string - name: prompt dtype: string splits: - name: train num_bytes: 119133129 num_examples: 500000 - name: validation num_bytes: 11763532 num_examples: 50000 download_size: 53724256 dataset_size: 130896661 - config_name: plus-mul-75 features: - name: _id dtype: string - name: base_operation dtype: string - name: target_operation dtype: string - name: fs_examples list: string - name: question dtype: string - name: answer dtype: string - name: prompt dtype: string splits: - name: train num_bytes: 118620512 num_examples: 500000 - name: validation num_bytes: 11712638 num_examples: 50000 download_size: 53661297 dataset_size: 130333150 - config_name: plus-mul-90 features: - name: _id dtype: string - name: base_operation dtype: string - name: target_operation dtype: string - name: fs_examples list: string - name: question dtype: string - name: answer dtype: string - name: prompt dtype: string splits: - name: train num_bytes: 118313833 num_examples: 500000 - name: validation num_bytes: 11682100 num_examples: 50000 download_size: 53224373 dataset_size: 129995933 - config_name: plus-mul-95 features: - name: _id dtype: string - name: base_operation dtype: string - name: target_operation dtype: string - name: fs_examples list: string - name: question dtype: string - name: answer dtype: string - name: prompt dtype: string splits: - name: train num_bytes: 118209286 num_examples: 500000 - name: validation num_bytes: 11671392 num_examples: 50000 download_size: 53064447 dataset_size: 129880678 - config_name: plus-mul-99 features: - name: _id dtype: string - name: base_operation dtype: string - name: target_operation dtype: string - name: fs_examples list: string - name: question dtype: string - name: answer dtype: string - name: prompt dtype: string splits: - name: train num_bytes: 118126545 num_examples: 500000 - name: validation num_bytes: 11663092 num_examples: 50000 download_size: 52491889 dataset_size: 129789637 - config_name: plus-mul-sub-50 features: - name: _id dtype: string - name: base_operation dtype: string - name: target_operation dtype: string - name: fs_examples list: string - name: question dtype: string - name: answer dtype: string - name: prompt dtype: string splits: - name: train num_bytes: 118104085 num_examples: 500000 - name: validation num_bytes: 11661644 num_examples: 50000 download_size: 55113468 dataset_size: 129765729 - config_name: plus-mul-sub-75 features: - name: _id dtype: string - name: base_operation dtype: string - name: target_operation dtype: string - name: fs_examples list: string - name: question dtype: string - name: answer dtype: string - name: prompt dtype: string splits: - name: train num_bytes: 118103195 num_examples: 500000 - name: validation num_bytes: 11660046 num_examples: 50000 download_size: 54668161 dataset_size: 129763241 - config_name: plus-mul-sub-90 features: - name: _id dtype: string - name: base_operation dtype: string - name: target_operation dtype: string - name: fs_examples list: string - name: question dtype: string - name: answer dtype: string - name: prompt dtype: string splits: - name: train num_bytes: 118104286 num_examples: 500000 - name: validation num_bytes: 11661381 num_examples: 50000 download_size: 54104770 dataset_size: 129765667 - config_name: plus-mul-sub-95 features: - name: _id dtype: string - name: base_operation dtype: string - name: target_operation dtype: string - name: fs_examples list: string - name: question dtype: string - name: answer dtype: string - name: prompt dtype: string splits: - name: train num_bytes: 118104895 num_examples: 500000 - name: validation num_bytes: 11661274 num_examples: 50000 download_size: 53542392 dataset_size: 129766169 - config_name: plus-mul-sub-99 features: - name: _id dtype: string - name: base_operation dtype: string - name: target_operation dtype: string - name: fs_examples list: string - name: question dtype: string - name: answer dtype: string - name: prompt dtype: string splits: - name: train num_bytes: 118105641 num_examples: 500000 - name: validation num_bytes: 11661058 num_examples: 50000 download_size: 52630869 dataset_size: 129766699 - config_name: plus-sub-50 features: - name: _id dtype: string - name: base_operation dtype: string - name: target_operation dtype: string - name: fs_examples list: string - name: question dtype: string - name: answer dtype: string - name: prompt dtype: string splits: - name: train num_bytes: 116460479 num_examples: 500000 - name: validation num_bytes: 11496676 num_examples: 50000 download_size: 52167042 dataset_size: 127957155 - config_name: plus-sub-75 features: - name: _id dtype: string - name: base_operation dtype: string - name: target_operation dtype: string - name: fs_examples list: string - name: question dtype: string - name: answer dtype: string - name: prompt dtype: string splits: - name: train num_bytes: 117282507 num_examples: 500000 - name: validation num_bytes: 11578135 num_examples: 50000 download_size: 52694978 dataset_size: 128860642 - config_name: plus-sub-90 features: - name: _id dtype: string - name: base_operation dtype: string - name: target_operation dtype: string - name: fs_examples list: string - name: question dtype: string - name: answer dtype: string - name: prompt dtype: string splits: - name: train num_bytes: 117778611 num_examples: 500000 - name: validation num_bytes: 11628396 num_examples: 50000 download_size: 52892196 dataset_size: 129407007 - config_name: plus-sub-95 features: - name: _id dtype: string - name: base_operation dtype: string - name: target_operation dtype: string - name: fs_examples list: string - name: question dtype: string - name: answer dtype: string - name: prompt dtype: string splits: - name: train num_bytes: 117942103 num_examples: 500000 - name: validation num_bytes: 11644573 num_examples: 50000 download_size: 52787763 dataset_size: 129586676 - config_name: plus-sub-99 features: - name: _id dtype: string - name: base_operation dtype: string - name: target_operation dtype: string - name: fs_examples list: string - name: question dtype: string - name: answer dtype: string - name: prompt dtype: string splits: - name: train num_bytes: 118073054 num_examples: 500000 - name: validation num_bytes: 11657705 num_examples: 50000 download_size: 52480691 dataset_size: 129730759 configs: - config_name: '100' data_files: - split: train path: 100/train-* - split: validation path: 100/validation-* - config_name: mul-sub-50 data_files: - split: train path: mul-sub-50/train-* - split: validation path: mul-sub-50/validation-* - config_name: mul-sub-75 data_files: - split: train path: mul-sub-75/train-* - split: validation path: mul-sub-75/validation-* - config_name: mul-sub-90 data_files: - split: train path: mul-sub-90/train-* - split: validation path: mul-sub-90/validation-* - config_name: mul-sub-95 data_files: - split: train path: mul-sub-95/train-* - split: validation path: mul-sub-95/validation-* - config_name: mul-sub-99 data_files: - split: train path: mul-sub-99/train-* - split: validation path: mul-sub-99/validation-* - config_name: plus-mul-50 data_files: - split: train path: plus-mul-50/train-* - split: validation path: plus-mul-50/validation-* - config_name: plus-mul-75 data_files: - split: train path: plus-mul-75/train-* - split: validation path: plus-mul-75/validation-* - config_name: plus-mul-90 data_files: - split: train path: plus-mul-90/train-* - split: validation path: plus-mul-90/validation-* - config_name: plus-mul-95 data_files: - split: train path: plus-mul-95/train-* - split: validation path: plus-mul-95/validation-* - config_name: plus-mul-99 data_files: - split: train path: plus-mul-99/train-* - split: validation path: plus-mul-99/validation-* - config_name: plus-mul-sub-50 data_files: - split: train path: plus-mul-sub-50/train-* - split: validation path: plus-mul-sub-50/validation-* - config_name: plus-mul-sub-75 data_files: - split: train path: plus-mul-sub-75/train-* - split: validation path: plus-mul-sub-75/validation-* - config_name: plus-mul-sub-90 data_files: - split: train path: plus-mul-sub-90/train-* - split: validation path: plus-mul-sub-90/validation-* - config_name: plus-mul-sub-95 data_files: - split: train path: plus-mul-sub-95/train-* - split: validation path: plus-mul-sub-95/validation-* - config_name: plus-mul-sub-99 data_files: - split: train path: plus-mul-sub-99/train-* - split: validation path: plus-mul-sub-99/validation-* - config_name: plus-sub-50 data_files: - split: train path: plus-sub-50/train-* - split: validation path: plus-sub-50/validation-* - config_name: plus-sub-75 data_files: - split: train path: plus-sub-75/train-* - split: validation path: plus-sub-75/validation-* - config_name: plus-sub-90 data_files: - split: train path: plus-sub-90/train-* - split: validation path: plus-sub-90/validation-* - config_name: plus-sub-95 data_files: - split: train path: plus-sub-95/train-* - split: validation path: plus-sub-95/validation-* - config_name: plus-sub-99 data_files: - split: train path: plus-sub-99/train-* - split: validation path: plus-sub-99/validation-* ---

该数据集包含21种配置方案，所有配置的特征字段与数据划分规则共性如下： 1. 特征字段统一包含：`_id`（字符串类型）、`base_operation`（基础操作，字符串类型）、`target_operation`（目标操作，字符串类型）、`fs_examples`（少样本示例，字符串列表）、`question`（问题，字符串类型）、`answer`（答案，字符串类型）、`prompt`（提示词，字符串类型） 2. 数据划分均包含训练集与验证集，其中训练集样本量固定为500000，验证集样本量固定为50000，仅字节规模、下载大小及数据集总规模存在差异。各配置的具体参数详情如下： - 配置名称`100`：训练集字节数118106165，验证集字节数11661000；下载大小52035783，数据集总规模129767165 - 配置名称`mul-sub-50`：训练集字节数118763036，验证集字节数11726808；下载大小53762352，数据集总规模130489844 - 配置名称`mul-sub-75`：训练集字节数118433111，验证集字节数11693266；下载大小53676189，数据集总规模130126377 - 配置名称`mul-sub-90`：训练集字节数118238301，验证集字节数11674463；下载大小53272842，数据集总规模129912764 - 配置名称`mul-sub-95`：训练集字节数118172105，验证集字节数11667564；下载大小53008449，数据集总规模129839669 - 配置名称`mul-sub-99`：训练集字节数118119024，验证集字节数11662233；下载大小52640862，数据集总规模129781257 - 配置名称`plus-mul-50`：训练集字节数119133129，验证集字节数11763532；下载大小53724256，数据集总规模130896661 - 配置名称`plus-mul-75`：训练集字节数118620512，验证集字节数11712638；下载大小53661297，数据集总规模130333150 - 配置名称`plus-mul-90`：训练集字节数118313833，验证集字节数11682100；下载大小53224373，数据集总规模129995933 - 配置名称`plus-mul-95`：训练集字节数118209286，验证集字节数11671392；下载大小53064447，数据集总规模129880678 - 配置名称`plus-mul-99`：训练集字节数118126545，验证集字节数11663092；下载大小52491889，数据集总规模129789637 - 配置名称`plus-mul-sub-50`：训练集字节数118104085，验证集字节数11661644；下载大小55113468，数据集总规模129765729 - 配置名称`plus-mul-sub-75`：训练集字节数118103195，验证集字节数11660046；下载大小54668161，数据集总规模129763241 - 配置名称`plus-mul-sub-90`：训练集字节数118104286，验证集字节数11661381；下载大小54104770，数据集总规模129765667 - 配置名称`plus-mul-sub-95`：训练集字节数118104895，验证集字节数11661274；下载大小53542392，数据集总规模129766169 - 配置名称`plus-mul-sub-99`：训练集字节数118105641，验证集字节数11661058；下载大小52630869，数据集总规模129766699 - 配置名称`plus-sub-50`：训练集字节数116460479，验证集字节数11496676；下载大小52167042，数据集总规模127957155 - 配置名称`plus-sub-75`：训练集字节数117282507，验证集字节数11578135；下载大小52694978，数据集总规模128860642 - 配置名称`plus-sub-90`：训练集字节数117778611，验证集字节数11628396；下载大小52892196，数据集总规模129407007 - 配置名称`plus-sub-95`：训练集字节数117942103，验证集字节数11644573；下载大小52787763，数据集总规模129586676 - 配置名称`plus-sub-99`：训练集字节数118073054，验证集字节数11657705；下载大小52480691，数据集总规模129730759 所有配置的数据文件路径规则统一为：训练集文件路径为`{配置名称}/train-*`，验证集文件路径为`{配置名称}/validation-*`。

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