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qiusizhan/BALD-scene-nominal-reference-v1

published by @qiusizhan

Alignment dataset tracked in the /datasets sub-catalog.

Lifetime downloads
9
Last 30 days
9
Likes
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Size
5.5 MB
Created on HF
2026-10-19
Age
2 days ago

Description

BALD-scene nominal reference inputs

500 fixed nominal reference inputs shared across the four compatible Qwen2.5-Coder BALD-scene checkpoints. This is the reference companion to BALD-scene-runtime-v1. These are text-only next-decision prompts, not images fed to the audited model, simulator episodes, or labeled negative examples.

Nominal reference protocol

Inputs are sampled independently from an ordinary driving image pool, without filtering on ground-truth… See the full description on the dataset page: https://huggingface.co/datasets/qiusizhan/BALD-scene-nominal-reference-v1.

Tags

language:ensize_categories:1K<n<10Kformat:jsonmodality:tabularmodality:textlibrary:datasetslibrary:pandaslibrary:polarslibrary:mlcroissantregion:usbackdoor-detectionruntime-monitoringnominal-referencedriving-decisions

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

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("qiusizhan/BALD-scene-nominal-reference-v1")
Raw snapshot (Python)
from huggingface_hub import snapshot_download
snapshot_download(repo_id="qiusizhan/BALD-scene-nominal-reference-v1", repo_type="dataset")
git clone (requires git-lfs)
git clone https://huggingface.co/datasets/qiusizhan/BALD-scene-nominal-reference-v1
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