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---
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: test
path: data/test-*
- config_name: embedding_all-MiniLM-L12-v2
data_files:
- split: train
path: embedding_all-MiniLM-L12-v2/train-*
- split: test
path: embedding_all-MiniLM-L12-v2/test-*
- config_name: embedding_all-mpnet-base-v2
data_files:
- split: train
path: embedding_all-mpnet-base-v2/train-*
- split: test
path: embedding_all-mpnet-base-v2/test-*
- config_name: embedding_multi-qa-mpnet-base-dot-v1
data_files:
- split: train
path: embedding_multi-qa-mpnet-base-dot-v1/train-*
- split: test
path: embedding_multi-qa-mpnet-base-dot-v1/test-*
dataset_info:
- config_name: default
features:
- name: text
dtype: string
- name: labels
dtype:
class_label:
names:
'0': World
'1': Sports
'2': Business
'3': Sci/Tech
- name: uid
dtype: int64
splits:
- name: train
num_bytes: 30777303
num_examples: 120000
- name: test
num_bytes: 1940274
num_examples: 7600
download_size: 20531429
dataset_size: 32717577
- config_name: embedding_all-MiniLM-L12-v2
features:
- name: uid
dtype: int64
- name: embedding_all-MiniLM-L12-v2
sequence: float32
splits:
- name: train
num_bytes: 185760000
num_examples: 120000
- name: test
num_bytes: 11764800
num_examples: 7600
download_size: 276467219
dataset_size: 197524800
- config_name: embedding_all-mpnet-base-v2
features:
- name: uid
dtype: int64
- name: embedding_all-mpnet-base-v2
sequence: float32
splits:
- name: train
num_bytes: 370080000
num_examples: 120000
- name: test
num_bytes: 23438400
num_examples: 7600
download_size: 472647323
dataset_size: 393518400
- config_name: embedding_multi-qa-mpnet-base-dot-v1
features:
- name: uid
dtype: int64
- name: embedding_multi-qa-mpnet-base-dot-v1
sequence: float32
splits:
- name: train
num_bytes: 370080000
num_examples: 120000
- name: test
num_bytes: 23438400
num_examples: 7600
download_size: 472640830
dataset_size: 393518400
task_categories:
- text-classification
language:
- en
size_categories:
- 100K<n<1M
---
This is the same dataset as [`ag_news`](https://huggingface.co/datasets/ag_news).
The only differences are
1. Addition of a unique identifier, `uid`
1. Addition of the indices, that is 3 columns with the embeddings of 3 different sentence-transformers
- `all-mpnet-base-v2`
- `multi-qa-mpnet-base-dot-v1`
- `all-MiniLM-L12-v2`
1. Renaming of the `label` column to `labels` for easier compatibility with the transformers library |