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ethz-spylab/curated-harmless-dataset

published by @ethz-spylab

Alignment dataset tracked in the /datasets sub-catalog.

Lifetime downloads
2.4K
Last 30 days
17
Likes
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Size
90 KB
Created on HF
2023-07-20
Age
3 years ago

Description

This dataset contains manually crafted pairs of comparison to address reward hacking in RLHF optimization. Examples of rejected behavior are: very long responses, empty responses, referring to companies policy of usage, etc.

Tags

size_categories:n<1Kformat:parquetmodality:textlibrary:datasetslibrary:pandaslibrary:mlcroissantlibrary:polarsregion:us

README current version from Hugging Face


dataset_info:
features:

  • name: chosen
    dtype: string
  • name: rejected
    dtype: string
    splits:
  • name: train
    num_bytes: 140448.0
    num_examples: 87
    download_size: 89839
    dataset_size: 140448.0

This dataset contains manually crafted pairs of comparison to address reward hacking in RLHF optimization. Examples of rejected behavior are: very long responses, empty responses, referring to companies policy of usage, etc.

README history 7 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. 2024-02-28Update README.mdc71faf7450 B
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  2. 2023-10-06Upload README.md with huggingface_hub3eda8a0413 B
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  3. 2023-10-06Delete data/train-00000-of-00001-742ef38681c0f6a2.parquet with huggingface_hub61fc163407 B
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  4. 2023-10-06Upload data/train-00000-of-00001-c299d8a9f6b63217.parquet with huggingface_hub50b1619407 B
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  5. 2023-07-20Upload README.md with huggingface_hub80e9c49407 B
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  6. 2023-07-20Upload data/train-00000-of-00001-742ef38681c0f6a2.parquet with huggingface_hub0a691e90 B
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  7. 2023-07-20initial commit08c651d0 B
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Used by abliterated models none yet

No abliterated models in our catalog have declared this dataset in their YAML metadata yet. This can mean the dataset is used but not declared, is used outside abliteration workflows, or is new. The link will populate automatically as models are indexed.

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Read further

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("ethz-spylab/curated-harmless-dataset")
Raw snapshot (Python)
from huggingface_hub import snapshot_download
snapshot_download(repo_id="ethz-spylab/curated-harmless-dataset", repo_type="dataset")
git clone (requires git-lfs)
git clone https://huggingface.co/datasets/ethz-spylab/curated-harmless-dataset
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