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lego17440/guardrail-input-slm-data

published by @lego17440

Alignment dataset tracked in the /datasets sub-catalog.

Lifetime downloads
106
Last 30 days
40
Likes
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Size
396.4 MB
Created on HF
2026-06-17
Age
4 months ago

Description

lego17440/guardrail-input-slm-data

Private training data for an encoding-aware input-safety guardrail SLM. Schema 0.1.0.

Format (chat)

chat: {messages:[system,user,assistant]}, assistant = minified verdict {"decision":"allow|block","categories":[...]} — for LLM-SFT (Qwen / Llama-Guard style).

clf: {text, target} — for an encoder classifier (DeBERTa/ModernBERT).

Splits

Group-split by prompt (all encoded variants of a prompt share a split) — eval is… See the full description on the dataset page: https://huggingface.co/datasets/lego17440/guardrail-input-slm-data.

Tags

license:othersize_categories:100K<n<1Mformat:parquetformat:optimized-parquetmodality:textlibrary:datasetslibrary:pandaslibrary:polarslibrary:mlcroissantregion:ussafetyguardrailsjailbreakcontent-moderation

README current version from Hugging Face


license: other
tags:

  • safety
  • guardrails
  • jailbreak
  • content-moderation
    configs:
  • config_name: default
    data_files:
    • split: train
      path: data/train-*
    • split: valid
      path: data/valid-*
    • split: eval
      path: data/eval-*
      dataset_info:
      features:
    • name: messages
      list:
      • name: role
        dtype: string
      • name: content
        dtype: string
        splits:
    • name: train
      num_bytes: 146173759
      num_examples: 239292
    • name: valid
      num_bytes: 18753914
      num_examples: 29738
    • name: eval
      num_bytes: 17377621
      num_examples: 29598
      download_size: 181361758
      dataset_size: 182305294

lego17440/guardrail-input-slm-data

Private training data for an encoding-aware input-safety guardrail SLM. Schema 0.1.0.

Format (chat)

  • chat: {messages:[system,user,assistant]}, assistant = minified verdict {"decision":"allow|block","categories":[...]} — for LLM-SFT (Qwen / Llama-Guard style).
  • clf: {text, target} — for an encoder classifier (DeBERTa/ModernBERT).

Splits

Group-split by prompt (all encoded variants of a prompt share a split) — eval is held-out prompts across all encodings, a real generalization test.

Composition

Real public jailbreak/content-safety data + encoding augmentation (real prompts re-encoded: base64/ciphers/scripts) + OCR/ASR extraction-noise (multimodal readiness) + curated seeds & injection payloads.

Licensing (commercial build)

Built from permissive, human-written sources only (MIT / Apache-2.0 / CC-BY-SA-3.0 / ODC-BY): oasst1, dolly, Salad-Data, Anthropic/hh-rlhf red-team, in-the-wild-jailbreak, gandalf, JBB-Behaviors, jackhhao, deepset. Non-commercial sources (alpaca, no_robots, BeaverTails, toxic-chat = CC-BY-NC) and GPT-generated sets are excluded. Verify each source's terms for your jurisdiction before shipping.

README history 14 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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  14. 2026-06-17initial commita5141280 B
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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 1 thread · 1 open · 1 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. 2026-07-01[bot] Conversion to Parquetopen1 💬#1
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Metadata

License
other

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("lego17440/guardrail-input-slm-data")
Raw snapshot (Python)
from huggingface_hub import snapshot_download
snapshot_download(repo_id="lego17440/guardrail-input-slm-data", repo_type="dataset")
git clone (requires git-lfs)
git clone https://huggingface.co/datasets/lego17440/guardrail-input-slm-data
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