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aliwister/raretrap-populations

published by @aliwister

Alignment dataset tracked in the /datasets sub-catalog.

Lifetime downloads
27
Last 30 days
27
Likes
-
Size
10.9 MB
Created on HF
2026-10-09
Age
13 days ago

Description

RareTrap populations

RareTrap searches a low-dimensional Gaussian latent space with Subset Simulation to

estimate how often a target LLM, queried as a black box, produces an excessively long

response (over-generation / resource exhaustion). This dataset contains, for ten target

models, every prompt RareTrap's geometry-aware mapping evaluated, the resulting output length

and repetition statistics, and the run configuration.

Why this is gated

These are not… See the full description on the dataset page: https://huggingface.co/datasets/aliwister/raretrap-populations.

Tags

license:cc-by-4.0size_categories:10K<n<100Kformat:parquetmodality:tabularmodality:textlibrary:datasetslibrary:dasklibrary:polarslibrary:mlcroissantarxiv:2609.33638region:ussecurityred-teamingadversarial-promptsllm-safety

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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Metadata

License
cc-by-4.0

Download the dataset

Gated dataset. You need to accept the author's terms on Hugging Face before downloading. Visit the repository, click Agree and access repository, then log in locally with huggingface-cli login and use one of the snippets below.

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("aliwister/raretrap-populations")
Raw snapshot (Python)
from huggingface_hub import snapshot_download
snapshot_download(repo_id="aliwister/raretrap-populations", repo_type="dataset")
git clone (requires git-lfs)
git clone https://huggingface.co/datasets/aliwister/raretrap-populations
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