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Mechanistic-Anomaly-Detection/llama3-jailbreaks

Alignment dataset tracked in the /datasets sub-catalog.

Lifetime downloads
25.1K
Last 30 days
670
Likes
10
Size
30.3 MB
Created on HF
2024-08-02
Age
2 years ago

Tags

size_categories:10K<n<100Kformat:parquetmodality:textlibrary:datasetslibrary:pandaslibrary:mlcroissantlibrary:polarsregion:us

README current version from Hugging Face


dataset_info:
features:

  • name: prompt
    dtype: string
  • name: completion
    dtype: string
    splits:
  • name: benign_instructions_test
    num_bytes: 6625672
    num_examples: 3979
  • name: benign_instructions_train
    num_bytes: 19835899
    num_examples: 11961
  • name: circuit_breakers_test
    num_bytes: 2100537
    num_examples: 1000
  • name: circuit_breakers_train
    num_bytes: 6336825
    num_examples: 3000
  • name: harmful_autodan
    num_bytes: 839508
    num_examples: 195
  • name: harmful_best_of_n
    num_bytes: 258644
    num_examples: 200
  • name: harmful_gcg
    num_bytes: 183911
    num_examples: 100
  • name: harmful_human_mt
    num_bytes: 2172137
    num_examples: 291
  • name: harmful_instructions_test
    num_bytes: 337813
    num_examples: 981
  • name: harmful_instructions_train
    num_bytes: 1029894
    num_examples: 2955
  • name: harmful_misc
    num_bytes: 119919
    num_examples: 80
  • name: harmful_msj
    num_bytes: 7183516
    num_examples: 160
  • name: harmful_pair
    num_bytes: 460172
    num_examples: 264
  • name: harmful_prefill
    num_bytes: 232606
    num_examples: 197
  • name: harmful_simple_adaptive
    num_bytes: 159861.6
    num_examples: 45
  • name: mt_bench
    num_bytes: 297703
    num_examples: 79
  • name: or_bench_test
    num_bytes: 1406623
    num_examples: 919
  • name: or_bench_train
    num_bytes: 4254424
    num_examples: 2801
  • name: wildchat
    num_bytes: 2707574
    num_examples: 482
  • name: xstest
    num_bytes: 214406
    num_examples: 230
    download_size: 30141238
    dataset_size: 56757644.6
    configs:
  • config_name: default
    data_files:
    • split: benign_instructions_test
      path: data/benign_instructions_test-*
    • split: benign_instructions_train
      path: data/benign_instructions_train-*
    • split: circuit_breakers_test
      path: data/circuit_breakers_test-*
    • split: circuit_breakers_train
      path: data/circuit_breakers_train-*
    • split: harmful_autodan
      path: data/harmful_autodan-*
    • split: harmful_best_of_n
      path: data/harmful_best_of_n-*
    • split: harmful_gcg
      path: data/harmful_gcg-*
    • split: harmful_human_mt
      path: data/harmful_human_mt-*
    • split: harmful_instructions_test
      path: data/harmful_instructions_test-*
    • split: harmful_instructions_train
      path: data/harmful_instructions_train-*
    • split: harmful_misc
      path: data/harmful_misc-*
    • split: harmful_msj
      path: data/harmful_msj-*
    • split: harmful_pair
      path: data/harmful_pair-*
    • split: harmful_prefill
      path: data/harmful_prefill-*
    • split: harmful_simple_adaptive
      path: data/harmful_simple_adaptive-*
    • split: mt_bench
      path: data/mt_bench-*
    • split: or_bench_test
      path: data/or_bench_test-*
    • split: or_bench_train
      path: data/or_bench_train-*
    • split: wildchat
      path: data/wildchat-*
    • split: xstest
      path: data/xstest-*

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.

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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.

Community discussions 2 threads · 2 open · 2 comments

Threads posted by the community on Hugging Face: bug reports, questions about usage, pull requests on the README, license clarifications. Click any thread to expand and read the full conversation inline. Newest first.

  1. 2024-08-28[bot] Conversion to Parquetopen1 💬#2
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  2. 2024-08-05PRLibrarian Bot: Add language metadata for datasetopen1 💬#1
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Repository

Download the dataset

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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("Mechanistic-Anomaly-Detection/llama3-jailbreaks")
Raw snapshot (Python)
from huggingface_hub import snapshot_download
snapshot_download(repo_id="Mechanistic-Anomaly-Detection/llama3-jailbreaks", repo_type="dataset")
git clone (requires git-lfs)
git clone https://huggingface.co/datasets/Mechanistic-Anomaly-Detection/llama3-jailbreaks
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