README.md

metadata

configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: validation
        path: data/validation-*
      - split: test
        path: data/test-*
  - config_name: embedding_all-MiniLM-L12-v2
    data_files:
      - split: train
        path: embedding_all-MiniLM-L12-v2/train-*
      - split: validation
        path: embedding_all-MiniLM-L12-v2/validation-*
      - 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: validation
        path: embedding_all-mpnet-base-v2/validation-*
      - 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: validation
        path: embedding_multi-qa-mpnet-base-dot-v1/validation-*
      - split: test
        path: embedding_multi-qa-mpnet-base-dot-v1/test-*
dataset_info:
  - config_name: default
    features:
      - name: id
        dtype: string
      - name: text
        dtype: string
      - name: labels
        dtype:
          class_label:
            names:
              '0': non
              '1': tox
      - name: uid
        dtype: int64
    splits:
      - name: train
        num_bytes: 55430581
        num_examples: 127656
      - name: validation
        num_bytes: 13936861
        num_examples: 31915
      - name: test
        num_bytes: 27474227
        num_examples: 63978
    download_size: 62548640
    dataset_size: 96841669
  - 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: 197611488
        num_examples: 127656
      - name: validation
        num_bytes: 49404420
        num_examples: 31915
      - name: test
        num_bytes: 99037944
        num_examples: 63978
    download_size: 484421377
    dataset_size: 346053852
  - 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: 393691104
        num_examples: 127656
      - name: validation
        num_bytes: 98425860
        num_examples: 31915
      - name: test
        num_bytes: 197308152
        num_examples: 63978
    download_size: 827919212
    dataset_size: 689425116
  - 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: 393691104
        num_examples: 127656
      - name: validation
        num_bytes: 98425860
        num_examples: 31915
      - name: test
        num_bytes: 197308152
        num_examples: 63978
    download_size: 827907964
    dataset_size: 689425116
annotations_creators:
  - crowdsourced
language:
  - en
language_creators:
  - found
license:
  - cc0-1.0
multilinguality:
  - monolingual
pretty_name: Toxic Wikipedia Comments
size_categories:
  - 100K<n<1M
source_datasets:
  - extended|other
tags:
  - wikipedia
  - toxicity
  - toxic comments
task_categories:
  - text-classification
task_ids:
  - hate-speech-detection

This is the same dataset as OxAISH-AL-LLM/wiki_toxic. The only differences are

1. Addition of a unique identifier, uid

2. 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

3. Renaming of the label column to labels for easier compatibility with the transformers library