ablate 0 0 0

Ishaank18/visual-refusal-gap

published by @Ishaank18

Alignment dataset tracked in the /datasets sub-catalog.

Lifetime downloads
1.3K
Last 30 days
23
Likes
-
Size
467.4 MB
Created on HF
2026-03-05
Age
7 months ago

Description

Visual Refusal Gap — Phase 1 Outputs

Contents

outputs/vectors/ — Extracted refusal direction vectors, raw activations, refusal scores, metadata

outputs/logs/ — Validation experiment results

outputs/plots/ — Generated visualizations

data/ — Prepared harmful/benign prompt sets

Model

Extracted from: llava-hf/llava-1.5-7b-hf (4-bit quantized)

Key Files

File

Description

outputs/vectors/refusal_directions_*.npz

Refusal… See the full description on the dataset page: https://huggingface.co/datasets/Ishaank18/visual-refusal-gap.

Tags

modality:imageregion:us

README current version from Hugging Face

Visual Refusal Gap — Phase 1 Outputs

Contents

  • outputs/vectors/ — Extracted refusal direction vectors, raw activations, refusal scores, metadata
  • outputs/logs/ — Validation experiment results
  • outputs/plots/ — Generated visualizations
  • data/ — Prepared harmful/benign prompt sets

Model

Extracted from: llava-hf/llava-1.5-7b-hf (4-bit quantized)

Key Files

File Description
outputs/vectors/refusal_directions_*.npz Refusal direction vector at each layer
outputs/vectors/metadata_*.json Best layer, hidden size, timing info
outputs/vectors/harmful_activations_*.npz Raw activations for harmful prompts
outputs/vectors/benign_activations_*.npz Raw activations for benign prompts
outputs/vectors/refusal_scores_*.npz Cosine similarity scores per layer
outputs/logs/validation_results_*.json Steering validation results
data/harmful_train.json 400 harmful prompts (train split)
data/benign_train.json 400 benign prompts (train split)
data/harmful_val.json 50 harmful prompts (validation split)
data/benign_val.json 50 benign prompts (validation split)

README history 20 revisions

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.

  1. 2026-03-26Upload folder using huggingface_hub695cbcb1.2 KB
    Loading...
  2. 2026-03-26Upload data/prompts/prompt_data.json with huggingface_hub91abc381.2 KB
    Loading...
  3. 2026-03-26Upload outputs/gap_analysis/visual_gap_results_llava_hf_llava_1.5_7b_hf.json ...434d76e1.2 KB
    Loading...
  4. 2026-03-26Upload outputs/gap_analysis/visual_gap_arrays_llava_hf_llava_1.5_7b_hf.npz wi...fabbec51.2 KB
    Loading...
  5. 2026-03-26Upload outputs/gap_analysis/behavioral_responses_llava_hf_llava_1.5_7b_hf.jso...901bf8c1.2 KB
    Loading...
  6. 2026-03-26Upload outputs/plots/steering_validation_llava_hf_llava_1.5_7b_hf.png with hu...97964131.2 KB
    Loading...
  7. 2026-03-26Upload outputs/plots/refusal_scores_by_layer_llava_hf_llava_1.5_7b_hf.png wit...cb1fe891.2 KB
    Loading...
  8. 2026-03-26Upload outputs/logs/validation_results_llava_hf_llava_1.5_7b_hf.json with hug...b2408641.2 KB
    Loading...
  9. 2026-03-26Upload outputs/logs/validation_responses_llava_hf_llava_1.5_7b_hf.json with h...ed5e3421.2 KB
    Loading...
  10. 2026-03-26Upload outputs/vectors/refusal_directions_llava_hf_llava_1.5_7b_hf.npz with h...6d47f4f1.2 KB
    Loading...
  11. 2026-03-26Upload outputs/vectors/metadata_llava_hf_llava_1.5_7b_hf.json with huggingfac...60b11dc1.2 KB
    Loading...
  12. 2026-03-08Upload phase4/outputs/cross_arch/cross_arch_arrays_Qwen_Qwen2_VL_2B_Instruct....14c747d1.2 KB
    Loading...
  13. 2026-03-08Upload phase3/outputs/defense/defense_results_llava_hf_llava_1.5_7b_hf.json w...5f22ac51.2 KB
    Loading...
  14. 2026-03-08Upload phase3/outputs/defense/utility_results_llava_hf_llava_1.5_7b_hf.json w...18124361.2 KB
    Loading...
  15. 2026-03-08Upload phase3/outputs/defense/sweep_results_llava_hf_llava_1.5_7b_hf.json wit...95cc2a91.2 KB
    Loading...
  16. 2026-03-08Upload phase2/outputs/gap_analysis/behavioral_validation_llava_hf_llava_1.5_7...7eea2811.2 KB
    Loading...
  17. 2026-03-08Upload phase2/outputs/gap_analysis/visual_gap_arrays_llava_hf_llava_1.5_7b_hf...661f44a1.2 KB
    Loading...
  18. 2026-03-08Upload phase2/outputs/gap_analysis/visual_gap_results_llava_hf_llava_1.5_7b_h...ffac3ed1.2 KB
    Loading...
  19. 2026-03-08Upload phase2/data/visual_hazards/images/counterfeit_01_clean.png with huggin...b965e1c1.2 KB
    Loading...
  20. 2026-03-08Upload phase2/data/visual_hazards/images/scam_01_noisy.png with huggingface_hub925a1f11.2 KB
    Loading...

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.

Related datasets same stage · ablate

Read further

Repository

Download the dataset

0

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("Ishaank18/visual-refusal-gap")
Raw snapshot (Python)
from huggingface_hub import snapshot_download
snapshot_download(repo_id="Ishaank18/visual-refusal-gap", repo_type="dataset")
git clone (requires git-lfs)
git clone https://huggingface.co/datasets/Ishaank18/visual-refusal-gap
Catalog is the map. Apps are the tools.

Run models on your own machine, not in the cloud.

Every model page has an "Open in Abliteration" button that hands the model directly to the first-party desktop client, at the quantization your rig can actually run. No API keys, no subscription, no prompt leakage.

Open in Abliteration