Data · dataset · 2023
Human-Extended Policy-Oriented Harmful Instruction Benchmark
Listed in Hugging Face Datasets
Description
HEx-PHI: Human-Extended Policy-Oriented Harmful Instruction Benchmark This dataset contains 330 harmful instructions (30 examples x 11 prohibited categories) for LLM harmfulness evaluation. In our work "Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!", to comprehensively cover as many harmfulness categories as possible, we develop this new safety evaluation benchmark directly based on the exhaustive lists of prohibited use cases found in… See the full description on the dataset page: huggingface.co/datasets/LLM-Tuning-Safety/HEx-PHI.
Links
Get the data
- Hugging Face dataset page huggingface.co/datasets/LLM-Tuning-Safety/HEx-PHI ↗
Gated (auto) - request access on the dataset page
landing page · request access · from Hugging Face
Documentation and papers
- arXiv:2310.03693 arxiv.org/abs/2310.03693 ↗
publication · from Hugging Face
- arXiv:2307.15043 arxiv.org/abs/2307.15043 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/LLM-Tuning-Safety/HEx-PHI ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text generation
- From keywords
- Computer Science & AI
- Inferred from text
- Artificial intelligence 69%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | LLM-Tuning-Safety/HEx-PHI | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:group:4602 | enrichment · Hugging Face | taxonomy-embedding@1.1.0 | title+keywords+description (69%) |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:text-generation | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license_text | source · Hugging Face | connector:huggingface@1.0.0 | |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |