usvsnsp/generation-semantic-memorization-filters
收藏资源简介:
--- dataset_info: features: - name: sequence_id dtype: int64 - name: text dtype: string - name: is_incrementing dtype: bool - name: sequence_duplicates dtype: int64 - name: max_frequency dtype: int64 - name: avg_frequency dtype: float64 - name: min_frequency dtype: int64 - name: median_frequency dtype: float64 - name: p25_frequency dtype: int64 - name: p75_frequency dtype: int64 - name: frequencies sequence: int64 - name: tokens sequence: int64 - name: repeating_offset dtype: int32 - name: num_repeating dtype: int32 - name: smallest_repeating_chunk sequence: int64 - name: nl_scores dtype: float32 - name: 0_8_snowclones dtype: int64 - name: 0_9_snowclones dtype: int64 - name: 0_8_templates dtype: int64 - name: 0_9_templates dtype: int64 - name: huffman_coding_length dtype: float64 - name: memorization_score dtype: float64 - name: generation_perplexity dtype: float64 splits: - name: pile_duped_410m num_bytes: 7123348430 num_examples: 5000000 - name: memories_deduped_160m num_bytes: 823500869 num_examples: 581200 - name: pile_deduped_2.8b num_bytes: 7134034756 num_examples: 5000000 - name: pile_deduped_1b num_bytes: 7133409756 num_examples: 5000000 - name: memories_duped_2.8b num_bytes: 2333155652 num_examples: 1675078 - name: pile_duped_1.4b num_bytes: 7123348430 num_examples: 5000000 - name: pile_deduped_12b num_bytes: 7133409756 num_examples: 5000000 - name: memories_deduped_1.4b num_bytes: 1475622003 num_examples: 1048097 - name: memories_duped_410m num_bytes: 1360848266 num_examples: 970344 - name: pile_duped_2.8b num_bytes: 7123348430 num_examples: 5000000 - name: memories_deduped_410m num_bytes: 1145472499 num_examples: 811040 - name: memories_deduped_1b num_bytes: 1455198363 num_examples: 1032872 - name: memories_duped_12b num_bytes: 3309825556 num_examples: 2382328 - name: memories_deduped_70m num_bytes: 586086312 num_examples: 411448 - name: pile_duped_1b num_bytes: 7123348430 num_examples: 5000000 - name: pile_deduped_1.4b num_bytes: 7134034756 num_examples: 5000000 - name: pile_deduped_70m num_bytes: 7133409756 num_examples: 5000000 - name: pile_duped_6.9b num_bytes: 7123348430 num_examples: 5000000 - name: memories_duped_70m num_bytes: 659286070 num_examples: 463960 - name: pile_duped_12b num_bytes: 7123348430 num_examples: 5000000 - name: memories_deduped_6.9b num_bytes: 2359576889 num_examples: 1680294 - name: pile_duped_160m num_bytes: 7123348430 num_examples: 5000000 - name: memories_duped_6.9b num_bytes: 2949197348 num_examples: 2120971 - name: pile_deduped_410m num_bytes: 7133409756 num_examples: 5000000 - name: pile_deduped_160m num_bytes: 7133409756 num_examples: 5000000 - name: memories_duped_1b num_bytes: 1755692131 num_examples: 1256144 - name: pile_deduped_6.9b num_bytes: 7134034756 num_examples: 5000000 - name: pile_duped_70m num_bytes: 7123348430 num_examples: 5000000 - name: memories_deduped_12b num_bytes: 2626258620 num_examples: 1871216 - name: memories_deduped_2.8b num_bytes: 1904601881 num_examples: 1355211 - name: memories_duped_1.4b num_bytes: 1917661495 num_examples: 1373723 - name: memories_duped_160m num_bytes: 972466846 num_examples: 689680 download_size: 58080323885 dataset_size: 141690391288 configs: - config_name: default data_files: - split: pile_duped_410m path: data/pile_duped_410m-* - split: memories_deduped_160m path: data/memories_deduped_160m-* - split: pile_deduped_2.8b path: data/pile_deduped_2.8b-* - split: pile_deduped_1b path: data/pile_deduped_1b-* - split: memories_duped_2.8b path: data/memories_duped_2.8b-* - split: pile_duped_1.4b path: data/pile_duped_1.4b-* - split: pile_deduped_12b path: data/pile_deduped_12b-* - split: memories_deduped_1.4b path: data/memories_deduped_1.4b-* - split: memories_duped_410m path: data/memories_duped_410m-* - split: pile_duped_2.8b path: data/pile_duped_2.8b-* - split: memories_deduped_410m path: data/memories_deduped_410m-* - split: memories_deduped_1b path: data/memories_deduped_1b-* - split: memories_duped_12b path: data/memories_duped_12b-* - split: memories_deduped_70m path: data/memories_deduped_70m-* - split: pile_duped_1b path: data/pile_duped_1b-* - split: pile_deduped_1.4b path: data/pile_deduped_1.4b-* - split: pile_deduped_70m path: data/pile_deduped_70m-* - split: pile_duped_6.9b path: data/pile_duped_6.9b-* - split: memories_duped_70m path: data/memories_duped_70m-* - split: pile_duped_12b path: data/pile_duped_12b-* - split: memories_deduped_6.9b path: data/memories_deduped_6.9b-* - split: pile_duped_160m path: data/pile_duped_160m-* - split: memories_duped_6.9b path: data/memories_duped_6.9b-* - split: pile_deduped_410m path: data/pile_deduped_410m-* - split: pile_deduped_160m path: data/pile_deduped_160m-* - split: memories_duped_1b path: data/memories_duped_1b-* - split: pile_deduped_6.9b path: data/pile_deduped_6.9b-* - split: pile_duped_70m path: data/pile_duped_70m-* - split: memories_deduped_12b path: data/memories_deduped_12b-* - split: memories_deduped_2.8b path: data/memories_deduped_2.8b-* - split: memories_duped_1.4b path: data/memories_duped_1.4b-* - split: memories_duped_160m path: data/memories_duped_160m-* ---
数据集信息: 特征字段: - 名称:序列ID(sequence_id),数据类型:64位整数(int64) - 名称:文本(text),数据类型:字符串(string) - 名称:是否递增(is_incrementing),数据类型:布尔值(bool) - 名称:序列重复计数(sequence_duplicates),数据类型:64位整数(int64) - 名称:最大频率(max_frequency),数据类型:64位整数(int64) - 名称:平均频率(avg_frequency),数据类型:64位浮点数(float64) - 名称:最小频率(min_frequency),数据类型:64位整数(int64) - 名称:中位数频率(median_frequency),数据类型:64位浮点数(float64) - 名称:下四分位数频率(p25_frequency),数据类型:64位整数(int64) - 名称:上四分位数频率(p75_frequency),数据类型:64位整数(int64) - 名称:频率序列(frequencies),序列元素类型:64位整数(int64) - 名称:词元(Token)序列(tokens),序列元素类型:64位整数(int64) - 名称:重复偏移量(repeating_offset),数据类型:32位整数(int32) - 名称:重复次数统计(num_repeating),数据类型:32位整数(int32) - 名称:最小重复块(smallest_repeating_chunk),序列元素类型:64位整数(int64) - 名称:自然语言得分(nl_scores),数据类型:32位浮点数(float32) - 名称:0.8阈值雪克隆句式(snowclones),数据类型:64位整数(int64) - 名称:0.9阈值雪克隆句式(snowclones),数据类型:64位整数(int64) - 名称:0.8阈值模板(0_8_templates),数据类型:64位整数(int64) - 名称:0.9阈值模板(0_9_templates),数据类型:64位整数(int64) - 名称:霍夫曼编码长度(huffman_coding_length),数据类型:64位浮点数(float64) - 名称:记忆得分(memorization_score),数据类型:64位浮点数(float64) - 名称:生成困惑度(generation_perplexity),数据类型:64位浮点数(float64) 数据拆分: - 拆分名称:pile_duped_410m,总字节数:7123348430,样本数量:5000000 - 拆分名称:memories_deduped_160m,总字节数:823500869,样本数量:581200 - 拆分名称:pile_deduped_2.8b,总字节数:7134034756,样本数量:5000000 - 拆分名称:pile_deduped_1b,总字节数:7133409756,样本数量:5000000 - 拆分名称:memories_duped_2.8b,总字节数:2333155652,样本数量:1675078 - 拆分名称:pile_duped_1.4b,总字节数:7123348430,样本数量:5000000 - 拆分名称:pile_deduped_12b,总字节数:7133409756,样本数量:5000000 - 拆分名称:memories_deduped_1.4b,总字节数:1475622003,样本数量:1048097 - 拆分名称:memories_duped_410m,总字节数:1360848266,样本数量:970344 - 拆分名称:pile_duped_2.8b,总字节数:7123348430,样本数量:5000000 - 拆分名称:memories_deduped_410m,总字节数:1145472499,样本数量:811040 - 拆分名称:memories_deduped_1b,总字节数:1455198363,样本数量:1032872 - 拆分名称:memories_duped_12b,总字节数:3309825556,样本数量:2382328 - 拆分名称:memories_deduped_70m,总字节数:586086312,样本数量:411448 - 拆分名称:pile_duped_1b,总字节数:7123348430,样本数量:5000000 - 拆分名称:pile_deduped_1.4b,总字节数:7134034756,样本数量:5000000 - 拆分名称:pile_deduped_70m,总字节数:7133409756,样本数量:5000000 - 拆分名称:pile_duped_6.9b,总字节数:7123348430,样本数量:5000000 - 拆分名称:memories_duped_70m,总字节数:659286070,样本数量:463960 - 拆分名称:pile_duped_12b,总字节数:7123348430,样本数量:5000000 - 拆分名称:memories_deduped_6.9b,总字节数:2359576889,样本数量:1680294 - 拆分名称:pile_duped_160m,总字节数:7123348430,样本数量:5000000 - 拆分名称:memories_duped_6.9b,总字节数:2949197348,样本数量:2120971 - 拆分名称:pile_deduped_410m,总字节数:7133409756,样本数量:5000000 - 拆分名称:pile_deduped_160m,总字节数:7133409756,样本数量:5000000 - 拆分名称:memories_duped_1b,总字节数:1755692131,样本数量:1256144 - 拆分名称:pile_deduped_6.9b,总字节数:7134034756,样本数量:5000000 - 拆分名称:pile_duped_70m,总字节数:7123348430,样本数量:5000000 - 拆分名称:memories_deduped_12b,总字节数:2626258620,样本数量:1871216 - 拆分名称:memories_deduped_2.8b,总字节数:1904601881,样本数量:1355211 - 拆分名称:memories_duped_1.4b,总字节数:1917661495,样本数量:1373723 - 拆分名称:memories_duped_160m,总字节数:972466846,样本数量:689680 下载总大小:58080323885 数据集总大小:141690391288 配置项: - 配置名称:默认(default),数据文件: - 对应拆分:pile_duped_410m,文件路径:data/pile_duped_410m-* - 对应拆分:memories_deduped_160m,文件路径:data/memories_deduped_160m-* - 对应拆分:pile_deduped_2.8b,文件路径:data/pile_deduped_2.8b-* - 对应拆分:pile_deduped_1b,文件路径:data/pile_deduped_1b-* - 对应拆分:memories_duped_2.8b,文件路径:data/memories_duped_2.8b-* - 对应拆分:pile_duped_1.4b,文件路径:data/pile_duped_1.4b-* - 对应拆分:pile_deduped_12b,文件路径:data/pile_deduped_12b-* - 对应拆分:memories_deduped_1.4b,文件路径:data/memories_deduped_1.4b-* - 对应拆分:memories_duped_410m,文件路径:data/memories_duped_410m-* - 对应拆分:pile_duped_2.8b,文件路径:data/pile_duped_2.8b-* - 对应拆分:memories_deduped_410m,文件路径:data/memories_deduped_410m-* - 对应拆分:memories_deduped_1b,文件路径:data/memories_deduped_1b-* - 对应拆分:memories_duped_12b,文件路径:data/memories_duped_12b-* - 对应拆分:memories_deduped_70m,文件路径:data/memories_deduped_70m-* - 对应拆分:pile_duped_1b,文件路径:data/pile_duped_1b-* - 对应拆分:pile_deduped_1.4b,文件路径:data/pile_deduped_1.4b-* - 对应拆分:pile_deduped_70m,文件路径:data/pile_deduped_70m-* - 对应拆分:pile_duped_6.9b,文件路径:data/pile_duped_6.9b-* - 对应拆分:memories_duped_70m,文件路径:data/memories_duped_70m-* - 对应拆分:pile_duped_12b,文件路径:data/pile_duped_12b-* - 对应拆分:memories_deduped_6.9b,文件路径:data/memories_deduped_6.9b-* - 对应拆分:pile_duped_160m,文件路径:data/pile_duped_160m-* - 对应拆分:memories_duped_6.9b,文件路径:data/memories_duped_6.9b-* - 对应拆分:pile_deduped_410m,文件路径:data/pile_deduped_410m-* - 对应拆分:pile_deduped_160m,文件路径:data/pile_deduped_160m-* - 对应拆分:memories_duped_1b,文件路径:data/memories_duped_1b-* - 对应拆分:pile_deduped_6.9b,文件路径:data/pile_deduped_6.9b-* - 对应拆分:pile_duped_70m,文件路径:data/pile_duped_70m-* - 对应拆分:memories_deduped_12b,文件路径:data/memories_deduped_12b-* - 对应拆分:memories_deduped_2.8b,文件路径:data/memories_deduped_2.8b-* - 对应拆分:memories_duped_1.4b,文件路径:data/memories_duped_1.4b-* - 对应拆分:memories_duped_160m,文件路径:data/memories_duped_160m-*
数据集概述
数据集特征
数据集包含以下特征:
sequence_id: 整数类型,表示序列ID。text: 字符串类型,表示文本内容。is_incrementing: 布尔类型,表示是否递增。sequence_duplicates: 整数类型,表示序列重复次数。max_frequency: 整数类型,表示最大频率。avg_frequency: 浮点数类型,表示平均频率。min_frequency: 整数类型,表示最小频率。median_frequency: 浮点数类型,表示中位数频率。p25_frequency: 整数类型,表示25百分位频率。p75_frequency: 整数类型,表示75百分位频率。frequencies: 整数序列类型,表示频率。tokens: 整数序列类型,表示词元。repeating_offset: 整数类型,表示重复偏移量。num_repeating: 整数类型,表示重复次数。smallest_repeating_chunk: 整数序列类型,表示最小重复块。nl_scores: 浮点数类型,表示自然语言得分。0_8_snowclones: 整数类型,表示0.8版本的雪克隆。0_9_snowclones: 整数类型,表示0.9版本的雪克隆。0_8_templates: 整数类型,表示0.8版本的模板。0_9_templates: 整数类型,表示0.9版本的模板。huffman_coding_length: 浮点数类型,表示霍夫曼编码长度。memorization_score: 浮点数类型,表示记忆得分。generation_perplexity: 浮点数类型,表示生成困惑度。
数据集分割
数据集包含以下分割:
pile_duped_410m: 字节数为7123348430,示例数为5000000。memories_deduped_160m: 字节数为823500869,示例数为581200。pile_deduped_2.8b: 字节数为7134034756,示例数为5000000。pile_deduped_1b: 字节数为7133409756,示例数为5000000。memories_duped_2.8b: 字节数为2333155652,示例数为1675078。pile_duped_1.4b: 字节数为7123348430,示例数为5000000。pile_deduped_12b: 字节数为7133409756,示例数为5000000。memories_deduped_1.4b: 字节数为1475622003,示例数为1048097。memories_duped_410m: 字节数为1360848266,示例数为970344。pile_duped_2.8b: 字节数为7123348430,示例数为5000000。memories_deduped_410m: 字节数为1145472499,示例数为811040。memories_deduped_1b: 字节数为1455198363,示例数为1032872。memories_duped_12b: 字节数为3309825556,示例数为2382328。memories_deduped_70m: 字节数为586086312,示例数为411448。pile_duped_1b: 字节数为7123348430,示例数为5000000。pile_deduped_1.4b: 字节数为7134034756,示例数为5000000。pile_deduped_70m: 字节数为7133409756,示例数为5000000。pile_duped_6.9b: 字节数为7123348430,示例数为5000000。memories_duped_70m: 字节数为659286070,示例数为463960。pile_duped_12b: 字节数为7123348430,示例数为5000000。memories_deduped_6.9b: 字节数为2359576889,示例数为1680294。pile_duped_160m: 字节数为7123348430,示例数为5000000。memories_duped_6.9b: 字节数为2949197348,示例数为2120971。pile_deduped_410m: 字节数为7133409756,示例数为5000000。pile_deduped_160m: 字节数为7133409756,示例数为5000000。memories_duped_1b: 字节数为1755692131,示例数为1256144。pile_deduped_6.9b: 字节数为7134034756,示例数为5000000。pile_duped_70m: 字节数为7123348430,示例数为5000000。memories_deduped_12b: 字节数为2626258620,示例数为1871216。memories_deduped_2.8b: 字节数为1904601881,示例数为1355211。memories_duped_1.4b: 字节数为1917661495,示例数为1373723。memories_duped_160m: 字节数为972466846,示例数为689680。
数据集大小
- 下载大小:58080323885字节
- 数据集大小:141690391288字节
配置
- 配置名称:
default - 数据文件路径:
pile_duped_410m:data/pile_duped_410m-*memories_deduped_160m:data/memories_deduped_160m-*pile_deduped_2.8b:data/pile_deduped_2.8b-*pile_deduped_1b:data/pile_deduped_1b-*memories_duped_2.8b:data/memories_duped_2.8b-*pile_duped_1.4b:data/pile_duped_1.4b-*pile_deduped_12b:data/pile_deduped_12b-*memories_deduped_1.4b:data/memories_deduped_1.4b-*memories_duped_410m:data/memories_duped_410m-*pile_duped_2.8b:data/pile_duped_2.8b-*memories_deduped_410m:data/memories_deduped_410m-*memories_deduped_1b:data/memories_deduped_1b-*memories_duped_12b:data/memories_duped_12b-*memories_deduped_70m:data/memories_deduped_70m-*pile_duped_1b:data/pile_duped_1b-*pile_deduped_1.4b:data/pile_deduped_1.4b-*pile_deduped_70m:data/pile_deduped_70m-*pile_duped_6.9b:data/pile_duped_6.9b-*memories_duped_70m:data/memories_duped_70m-*pile_duped_12b:data/pile_duped_12b-*memories_deduped_6.9b:data/memories_deduped_6.9b-*pile_duped_160m:data/pile_duped_160m-*memories_duped_6.9b:data/memories_duped_6.9b-*pile_deduped_410m:data/pile_deduped_410m-*pile_deduped_160m:data/pile_deduped_160m-*memories_duped_1b:data/memories_duped_1b-*pile_deduped_6.9b:data/pile_deduped_6.9b-*pile_duped_70m:data/pile_duped_70m-*memories_deduped_12b:data/memories_deduped_12b-*memories_deduped_2.8b:data/memories_deduped_2.8b-*memories_duped_1.4b:data/memories_duped_1.4b-*memories_duped_160m:data/memories_duped_160m-*



