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deadbits/vigil-jailbreak-all-mpnet-base-v2

published by @deadbits

Alignment dataset tracked in the /datasets sub-catalog.

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Created on HF
2023-09-08
Age
3 years ago

Description

Vigil: LLM Jailbreak all-mpnet-base-v2

Repo: github.com/deadbits/vigil-llm

Vigil is a Python framework and REST API for assessing Large Language Model (LLM) prompts against a set of scanners to detect prompt injections, jailbreaks, and other potentially risky inputs.

This repository contains all-mpnet-base-v2 embeddings for all "jailbreak" prompts used by Vigil.

You can use the parquet2vdb.py utility to load the embeddings in the Vigil chromadb instance, or use them in your… See the full description on the dataset page: https://huggingface.co/datasets/deadbits/vigil-jailbreak-all-mpnet-base-v2.

Tags

size_categories:n<1Kformat:parquetmodality:textlibrary:datasetslibrary:pandaslibrary:mlcroissantlibrary:polarsregion:usembeddingstextsecurity

README current version from Hugging Face


tags:

  • embeddings
  • text
  • security
    pretty_name: 'Vigil: LLM Jailbreak all-mpnet-base-v2'

Vigil: LLM Jailbreak all-mpnet-base-v2

Vigil is a Python framework and REST API for assessing Large Language Model (LLM) prompts against a set of scanners to detect prompt injections, jailbreaks, and other potentially risky inputs.

This repository contains all-mpnet-base-v2 embeddings for all "jailbreak" prompts used by Vigil.

You can use the parquet2vdb.py utility to load the embeddings in the Vigil chromadb instance, or use them in your own application.

Format

[
  {
    "text": str,
    "embedding": [],
    "model": "all-mpnet-base-v2"
    }
  }
]

Jailbreak prompts sourced from: https://github.com/laiyer-ai/llm-guard/blob/399cb2eea70afc78482db226253ddd1d85f296e3/llm_guard/resources/jailbreak.json

README history 6 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. 2023-09-09Update README.md72963e81 KB
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  2. 2023-09-08Update README.md681b58d1.1 KB
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  3. 2023-09-08Update README.md74b33fb1 KB
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  4. 2023-09-08Upload 2 files7702a571 KB
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  5. 2023-09-08Create README.mdc7a29591 KB
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  6. 2023-09-08initial commit2d6c90f0 B
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Repository

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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("deadbits/vigil-jailbreak-all-mpnet-base-v2")
Raw snapshot (Python)
from huggingface_hub import snapshot_download
snapshot_download(repo_id="deadbits/vigil-jailbreak-all-mpnet-base-v2", repo_type="dataset")
git clone (requires git-lfs)
git clone https://huggingface.co/datasets/deadbits/vigil-jailbreak-all-mpnet-base-v2
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