ALERT

Standard and adversarial red teaming prompts, from Babelscape.

Made by BabelscapeDatasets and benchmarks

Visit huggingface.co

About ALERT

ALERT is a dataset page on Hugging Face under the Babelscape organization. The dataset is listed with the task Text Generation.

The alert_adversarial subset is listed at 31k rows. The dataset is listed under the cc-by-nc-sa-4.0 license.

Drafted from huggingface.co · not yet confirmed by Babelscape

How it works

ALERT is a benchmark of about 45,000 red teaming prompts from Babelscape, organized into a fine grained taxonomy of 32 harm categories (weapons, crime, hate, self harm, substance abuse and so on). Each prompt is a standard instruction and there's an adversarial version with jailbreak style rewrites. You run a model over the prompts and score its refusal rate per category.

It's a text only evaluation set for LLM safety, and the taxonomy is the useful part: it's more granular than most.

  • From the project

ALERT, from its website
From the project

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