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when2rl/hh-rlhf_reformatted

published by @when2rl

Alignment dataset tracked in the /datasets sub-catalog.

Lifetime downloads
657
Last 30 days
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Size
281.3 MB
Created on HF
2024-05-09
Age
2 years ago

Description

Dataset Card for when2rl/hh-rlhf_reformatted

Reformatted from Anthropic/hh-rlhf to be consistent with all other datasets in this org. Note that since the original dataset does not have score ratings, we used "10" for ALL chosen response, and "1" for ALL rejected response as dummy scores.

Dataset Details

Dataset Description

Curated by: [More Information Needed]

Funded by [optional]: [More Information Needed]

Shared by [optional]: [More… See the full description on the dataset page: https://huggingface.co/datasets/when2rl/hh-rlhf_reformatted.

Tags

size_categories:100K<n<1Mformat:parquetmodality:tabularmodality:textlibrary:datasetslibrary:dasklibrary:mlcroissantlibrary:polarsregion:us

README current version from Hugging Face


dataset_info:
features:

  • name: prompt
    dtype: string
  • name: prompt_id
    dtype: string
  • name: chosen
    list:
    • name: content
      dtype: string
    • name: role
      dtype: string
  • name: rejected
    list:
    • name: content
      dtype: string
    • name: role
      dtype: string
  • name: messages
    list:
    • name: content
      dtype: string
    • name: role
      dtype: string
  • name: score_chosen
    dtype: float64
  • name: score_rejected
    dtype: float64
  • name: other_info
    struct:
    • name: source
      dtype: string
      splits:
  • name: train
    num_bytes: 501881444
    num_examples: 160800
  • name: test
    num_bytes: 26966851
    num_examples: 8552
    download_size: 294913306
    dataset_size: 528848295
    configs:
  • config_name: default
    data_files:
    • split: train
      path: data/train-*
    • split: test
      path: data/test-*

Dataset Card for when2rl/hh-rlhf_reformatted

Reformatted from Anthropic/hh-rlhf to be consistent with all other datasets in this org. Note that since the original dataset does not have score ratings, we used "10" for ALL chosen response, and "1" for ALL rejected response as dummy scores.

Dataset Details

Dataset Description

  • Curated by: [More Information Needed]
  • Funded by [optional]: [More Information Needed]
  • Shared by [optional]: [More Information Needed]
  • Language(s) (NLP): [More Information Needed]
  • License: [More Information Needed]

Dataset Sources [optional]

  • Repository: [More Information Needed]
  • Paper [optional]: [More Information Needed]
  • Demo [optional]: [More Information Needed]

Uses

Direct Use

[More Information Needed]

Out-of-Scope Use

[More Information Needed]

Dataset Structure

[More Information Needed]

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Data Collection and Processing

[More Information Needed]

Who are the source data producers?

[More Information Needed]

Annotations [optional]

Annotation process

[More Information Needed]

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Bias, Risks, and Limitations

[More Information Needed]

Recommendations

Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.

Citation [optional]

BibTeX:

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APA:

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Glossary [optional]

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More Information [optional]

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Dataset Card Authors [optional]

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Dataset Card Contact

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README history 3 revisions

Every night we snapshot the README of every dataset in the catalog. When the SHA changes we archive the new version and diff it against the last. This is the evolving thought record of the alignment-data field: what the author decided to say about the corpus, and how that framing shifted over time.

  1. 2024-05-09Update README.mde2e28325.2 KB
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  2. 2024-05-09Upload datasetc50f715896 B
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  3. 2024-05-09initial commit67ae0cb0 B
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Repository

Download the dataset

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Copy any of these snippets into your notebook or terminal. All three fetch directly from Hugging Face using your own credentials.

Recommended: datasets library (Python)
from datasets import load_dataset
ds = load_dataset("when2rl/hh-rlhf_reformatted")
Raw snapshot (Python)
from huggingface_hub import snapshot_download
snapshot_download(repo_id="when2rl/hh-rlhf_reformatted", repo_type="dataset")
git clone (requires git-lfs)
git clone https://huggingface.co/datasets/when2rl/hh-rlhf_reformatted
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