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pandaman007/assistant-axis-abliteration-vectors
published by @pandaman007
Alignment dataset tracked in the /datasets sub-catalog.
Lifetime downloads
9.5K
Last 30 days
688
Likes
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Size
24.5 GB
Created on HF
2026-04-20
Age
6 months ago
Tags
README history
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.
2026-05-07Upload comparison/phase_h/three_model/default_bootstrap_ci.json with huggingf...
Loading...2026-05-07Upload comparison/phase_h/three_model/three_model_radar_v3_with_ci.png with h...
Loading...2026-05-07Upload comparison/phase_h/three_model/three_model_radar_v3_with_ci_zoom.png w...
Loading...2026-05-06Upload comparison/phase_h/three_model/three_model_radar_v2.png with huggingfa...
Loading...2026-05-06Upload comparison/phase_h/three_model/three_model_radar_v2_zoom.png with hugg...
Loading...2026-05-05Upload comparison/phase_h/three_model/three_model_radar_zoom.png with hugging...
Loading...2026-05-04Add 3-model radar plot (Phi/Llama/Qwen)
Loading...2026-05-04Phase H sync cycle 22 (2026-05-04T03:41:06Z)
Loading...2026-05-04Phase H sync cycle 22 (2026-05-04T03:37:39Z)
Loading...2026-05-04Add contrast-anchored Procrustes artifact: per_archetype_distances.csv
Loading...2026-05-04Add contrast-anchored Procrustes artifact: alignment_quality.json
Loading...2026-05-04Add contrast-anchored Procrustes artifact: fig_role_cloud_pairs.png
Loading...2026-05-04Add contrast-anchored Procrustes artifact: fig_per_role_disagreement.png
Loading...2026-05-04Add contrast-anchored Procrustes artifact: fig_default_radar_diagnostic.png
Loading...2026-05-04Add contrast-anchored Procrustes artifact: fig_default_radar_shared.png
Loading...2026-05-04Phase H sync cycle 21 (2026-05-04T03:10:02Z)
Loading...2026-05-04Add contrast-anchored Procrustes artifact: per_archetype_distances.csv
Loading...2026-05-04Add contrast-anchored Procrustes artifact: alignment_quality.json
Loading...2026-05-04Add contrast-anchored Procrustes artifact: fig_role_cloud_pairs.png
Loading...2026-05-04Add contrast-anchored Procrustes artifact: fig_basis_free_C.png
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Used by abliterated models
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
Community best practices (ablation)
5 rules from KL-optimisation to layer-0 preservation.
M1 - Direct removal
The canonical Arditi-style ablation.
M3 - Layer-wise ablation
Selective abliteration limited to a band of layers.
Non-English abliteration communities
The Chinese layer-window heuristic and huihui-ai practice.
Repository
comparison 75 files llama-3.1-8b-abliterated 1114 files llama-3.1-8b-apathetic-steered-L12-a5 976 files llama-3.1-8b-evil-steered-L12-a4 1112 files llama-3.1-8b-humorous-steered-L12-a4 1114 files llama-3.1-8b-instruct 1185 files llama-3.1-8b-lizat-dangerous-medical 979 files llama-3.1-8b-sycophantic-steered-L12-a5 1114 files llama-3.2-3b 706 files persona_vectors 2 files phi-3.5-mini 725 files scripts 6 files .gitattributes
Download the dataset
0Copy 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("pandaman007/assistant-axis-abliteration-vectors") Raw snapshot (Python)
from huggingface_hub import snapshot_download
snapshot_download(repo_id="pandaman007/assistant-axis-abliteration-vectors", repo_type="dataset") git clone (requires git-lfs)
git clone https://huggingface.co/datasets/pandaman007/assistant-axis-abliteration-vectors