hgissbkh/SciDocs-reranking

Name: hgissbkh/SciDocs-reranking
Creator: hgissbkh
Published: 2024-05-22 17:54:52
License: 暂无描述

Hugging Face2024-05-22 更新2024-06-12 收录

下载链接：

https://hf-mirror.com/datasets/hgissbkh/SciDocs-reranking

下载链接

链接失效反馈

官方服务：

资源简介：

--- dataset_info: - config_name: GIST-large-Embedding-v0 features: - name: query dtype: string - name: docs sequence: string - name: query_enc sequence: float64 - name: docs_enc sequence: sequence: float64 - name: cos_scores sequence: float64 - name: target sequence: int64 splits: - name: train num_bytes: 1015868866 num_examples: 3978 download_size: 781180384 dataset_size: 1015868866 - config_name: ember-v1 features: - name: query dtype: string - name: docs sequence: string - name: query_enc sequence: float64 - name: docs_enc sequence: sequence: float64 - name: cos_scores sequence: float64 - name: target sequence: int64 splits: - name: train num_bytes: 1015868866 num_examples: 3978 download_size: 780823540 dataset_size: 1015868866 - config_name: multilingual-e5-base features: - name: query dtype: string - name: docs sequence: string - name: query_enc sequence: float64 - name: docs_enc sequence: sequence: float64 - name: cos_scores sequence: float64 - name: target sequence: int64 splits: - name: train num_bytes: 764829122 num_examples: 3978 download_size: 585932187 dataset_size: 764829122 - config_name: multilingual-e5-large features: - name: query dtype: string - name: docs sequence: string - name: query_enc sequence: float64 - name: docs_enc sequence: sequence: float64 - name: cos_scores sequence: float64 - name: target sequence: int64 splits: - name: train num_bytes: 1015868866 num_examples: 3978 download_size: 778483474 dataset_size: 1015868866 - config_name: multilingual-e5-small features: - name: query dtype: string - name: docs sequence: string - name: query_enc sequence: float64 - name: docs_enc sequence: sequence: float64 - name: cos_scores sequence: float64 - name: target sequence: int64 splits: - name: train num_bytes: 388269506 num_examples: 3978 download_size: 295290293 dataset_size: 388269506 - config_name: mxbai-embed-large-v1 features: - name: query dtype: string - name: docs sequence: string - name: query_enc sequence: float64 - name: docs_enc sequence: sequence: float64 - name: cos_scores sequence: float64 - name: target sequence: int64 splits: - name: train num_bytes: 1015868866 num_examples: 3978 download_size: 780858538 dataset_size: 1015868866 configs: - config_name: GIST-large-Embedding-v0 data_files: - split: train path: GIST-large-Embedding-v0/train-* - config_name: ember-v1 data_files: - split: train path: ember-v1/train-* - config_name: multilingual-e5-base data_files: - split: train path: multilingual-e5-base/train-* - config_name: multilingual-e5-large data_files: - split: train path: multilingual-e5-large/train-* - config_name: multilingual-e5-small data_files: - split: train path: multilingual-e5-small/train-* - config_name: mxbai-embed-large-v1 data_files: - split: train path: mxbai-embed-large-v1/train-* ---

The dataset includes multiple configurations, each with the same feature structure including query, docs, query_enc, docs_enc, cos_scores, and target. Each configuration has a training set (train) with provided data sizes and example counts. The dataset is primarily used for text embedding and similarity calculation tasks.

提供机构：

hgissbkh

原始信息汇总

数据集概述

数据集配置名称及特征

GIST-large-Embedding-v0
- 特征:
  - query: 字符串
  - docs: 字符串序列
  - query_enc: 浮点数序列
  - docs_enc: 浮点数序列
  - cos_scores: 浮点数序列
  - target: 整数序列
- 训练集:
  - 字节数: 1015868866
  - 示例数: 3978
- 下载大小: 781180384
- 数据集大小: 1015868866
ember-v1
- 特征:
  - query: 字符串
  - docs: 字符串序列
  - query_enc: 浮点数序列
  - docs_enc: 浮点数序列
  - cos_scores: 浮点数序列
  - target: 整数序列
- 训练集:
  - 字节数: 1015868866
  - 示例数: 3978
- 下载大小: 780823540
- 数据集大小: 1015868866
multilingual-e5-base
- 特征:
  - query: 字符串
  - docs: 字符串序列
  - query_enc: 浮点数序列
  - docs_enc: 浮点数序列
  - cos_scores: 浮点数序列
  - target: 整数序列
- 训练集:
  - 字节数: 764829122
  - 示例数: 3978
- 下载大小: 585932187
- 数据集大小: 764829122
multilingual-e5-large
- 特征:
  - query: 字符串
  - docs: 字符串序列
  - query_enc: 浮点数序列
  - docs_enc: 浮点数序列
  - cos_scores: 浮点数序列
  - target: 整数序列
- 训练集:
  - 字节数: 1015868866
  - 示例数: 3978
- 下载大小: 778483474
- 数据集大小: 1015868866
multilingual-e5-small
- 特征:
  - query: 字符串
  - docs: 字符串序列
  - query_enc: 浮点数序列
  - docs_enc: 浮点数序列
  - cos_scores: 浮点数序列
  - target: 整数序列
- 训练集:
  - 字节数: 388269506
  - 示例数: 3978
- 下载大小: 295290293
- 数据集大小: 388269506
mxbai-embed-large-v1
- 特征:
  - query: 字符串
  - docs: 字符串序列
  - query_enc: 浮点数序列
  - docs_enc: 浮点数序列
  - cos_scores: 浮点数序列
  - target: 整数序列
- 训练集:
  - 字节数: 1015868866
  - 示例数: 3978
- 下载大小: 780858538
- 数据集大小: 1015868866

数据集文件路径

GIST-large-Embedding-v0: GIST-large-Embedding-v0/train-*
ember-v1: ember-v1/train-*
multilingual-e5-base: multilingual-e5-base/train-*
multilingual-e5-large: multilingual-e5-large/train-*
multilingual-e5-small: multilingual-e5-small/train-*
mxbai-embed-large-v1: mxbai-embed-large-v1/train-*

5,000+

优质数据集

54 个

任务类型

进入经典数据集