JsSparkYyx/NLP524

---
license: apache-2.0
dataset_info:
- config_name: mnli
features:
- name: source
dtype: string
- name: target
dtype: string
splits:
- name: train
num_bytes: 109962823
num_examples: 392702
- name: test
num_bytes: 5527941
num_examples: 19643
- name: valid
num_bytes: 5548772
num_examples: 19647
download_size: 53460884
dataset_size: 121039536
- config_name: qnli
features:
- name: source
dtype: string
- name: target
dtype: string
splits:
- name: train
num_bytes: 39384063
num_examples: 104743
- name: test
num_bytes: 2088746
num_examples: 5463
- name: valid
num_bytes: 2086659
num_examples: 5463
download_size: 19044246
dataset_size: 43559468
- config_name: qqp
features:
- name: source
dtype: string
- name: target
dtype: string
splits:
- name: train
num_bytes: 65589038
num_examples: 363846
- name: test
num_bytes: 71200676
num_examples: 390965
- name: valid
num_bytes: 7285839
num_examples: 40430
download_size: 67404067
dataset_size: 144075553
- config_name: sst2
features:
- name: source
dtype: string
- name: target
dtype: string
splits:
- name: train
num_bytes: 8730332
num_examples: 67349
- name: test
num_bytes: 327721
num_examples: 1821
- name: valid
num_bytes: 158588
num_examples: 872
download_size: 3370766
dataset_size: 9216641
configs:
- config_name: mnli
data_files:
- split: train
path: mnli/train-*
- split: test
path: mnli/test-*
- split: valid
path: mnli/valid-*
- config_name: qnli
data_files:
- split: train
path: qnli/train-*
- split: test
path: qnli/test-*
- split: valid
path: qnli/valid-*
- config_name: qqp
data_files:
- split: train
path: qqp/train-*
- split: test
path: qqp/test-*
- split: valid
path: qqp/valid-*
- config_name: sst2
data_files:
- split: train
path: sst2/train-*
- split: test
path: sst2/test-*
- split: valid
path: sst2/valid-*
---

原始信息汇总

数据集概述

数据集配置

1. MNLI

• 特征:
  • source: string
  • target: string
• 分割:
  • train:
    • 字节数: 109962823
    • 样本数: 392702
  • test:
    • 字节数: 5527941
    • 样本数: 19643
  • valid:
    • 字节数: 5548772
    • 样本数: 19647
• 下载大小: 53460884
• 数据集大小: 121039536

2. QNLI

• 特征:
  • source: string
  • target: string
• 分割:
  • train:
    • 字节数: 39384063
    • 样本数: 104743
  • test:
    • 字节数: 2088746
    • 样本数: 5463
  • valid:
    • 字节数: 2086659
    • 样本数: 5463
• 下载大小: 19044246
• 数据集大小: 43559468

3. QQP

• 特征:
  • source: string
  • target: string
• 分割:
  • train:
    • 字节数: 65589038
    • 样本数: 363846
  • test:
    • 字节数: 71200676
    • 样本数: 390965
  • valid:
    • 字节数: 7285839
    • 样本数: 40430
• 下载大小: 67404067
• 数据集大小: 144075553

4. SST2

• 特征:
  • source: string
  • target: string
• 分割:
  • train:
    • 字节数: 8730332
    • 样本数: 67349
  • test:
    • 字节数: 327721
    • 样本数: 1821
  • valid:
    • 字节数: 158588
    • 样本数: 872
• 下载大小: 3370766
• 数据集大小: 9216641

数据文件路径

1. MNLI

• train: mnli/train-*
• test: mnli/test-*
• valid: mnli/valid-*

2. QNLI

• train: qnli/train-*
• test: qnli/test-*
• valid: qnli/valid-*

3. QQP

• train: qqp/train-*
• test: qqp/test-*
• valid: qqp/valid-*

4. SST2

• train: sst2/train-*
• test: sst2/test-*
• valid: sst2/valid-*