Datasets › HAVOC

HAVOC (Harmful Abstractions and Violations in Open Completions Benchmark)

Introduced by Sai Krishna Mendu et al. in Towards Safer Pretraining: Analyzing and Filtering Harmful Content in Webscale datasets for Responsible LLMs4 May 2025 archive 2025-07-28

measure the toxicity generated by language models across input severity and harm categories, by creating a new benchmark of open ended prefixes. We sampled 10,376 snippets from web pages across the dimensions and harms as described in the paper - https://arxiv.org/pdf/2505.02009.

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Benchmarks archive 2025-07-28

No leaderboard in the archive resolves to this dataset.

Papers archive 2025-07-28

No paper in the archive has a leaderboard row on this dataset; the archive counts 1 paper for it but never published that list.

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Text Generation Misinformation

License archive 2025-07-28

Apache 2.0

Modalities archive 2025-07-28

Texts

Languages archive 2025-07-28

English

Variants archive 2025-07-28

HAVOC

1 variant name, as the archive lists them.

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