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NaifAlzanki/kwcyber-ai-agent-dataset-v4

published by @NaifAlzanki

Alignment dataset tracked in the /datasets sub-catalog.

Lifetime downloads
202
Last 30 days
19
Likes
-
Size
216.0 MB
Created on HF
2026-03-05
Age
7 months ago

Description

🔐 kwcyber-ai-agent Dataset v4

By NaifAlzanki

داتاسيت سيبراني متكامل ثنائي اللغة (عربي + إنجليزي) لتدريب AI Agent.

📊 الإحصائيات

Total: 387,971 rows

Languages: Arabic + English

Categories: cybersecurity, ctf, general

📦 المصادر

| Source | Category | Size |

|---|

| Anthropic HH-RLHF | General | ~170K |

| UltraFeedback (Argilla) | General | ~200K |

| OpenAssistant OASST2 | General | ~161K |

| Stanford SHP | General | ~385K |

| Cybersecurity Datasets… See the full description on the dataset page: https://huggingface.co/datasets/NaifAlzanki/kwcyber-ai-agent-dataset-v4.

Tags

language:arlanguage:enlicense:apache-2.0size_categories:100K<n<1Mformat:parquetmodality:textlibrary:datasetslibrary:pandaslibrary:polarslibrary:mlcroissantregion:uscybersecurityrlhfdpoctfmalware-analysisarabicbilingualkwcyber

README current version from Hugging Face

language:

  • ar
  • en
    tags:
  • cybersecurity
  • rlhf
  • dpo
  • ctf
  • malware-analysis
  • arabic
  • bilingual
  • kwcyber
    license: apache-2.0
    size_categories:
  • 1M<n<10M

🔐 kwcyber-ai-agent Dataset v4

By NaifAlzanki

داتاسيت سيبراني متكامل ثنائي اللغة (عربي + إنجليزي) لتدريب AI Agent.

📊 الإحصائيات

  • Total: 387,971 rows
  • Languages: Arabic + English
  • Categories: cybersecurity, ctf, general

📦 المصادر

| Source | Category | Size |
|---|
| Anthropic HH-RLHF | General | ~170K |
| UltraFeedback (Argilla) | General | ~200K |
| OpenAssistant OASST2 | General | ~161K |
| Stanford SHP | General | ~385K |
| Cybersecurity Datasets | Cyber | ~50K+ |
| CTF SaTML24 | CTF | ~137K |
| Arabic Translation | عربي | ~50K |

🚀 الاستخدام

from datasets import load_dataset
ds = load_dataset("NaifAlzanki/kwcyber-ai-agent-dataset-v4")

# عربي فقط
ar = ds["train"].filter(lambda x: x["lang"] == "ar")
# سيبراني فقط
cyber = ds["train"].filter(lambda x: x["category"] == "cybersecurity")

🎯 مناسب لـ

  • DPO / RLHF Training
  • SFT Fine-tuning
  • Reward Model Training
  • kwcyber-ai-agent 🔐

README history 3 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. 2026-03-05Upload README.md with huggingface_hub3f758321.2 KB
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  2. 2026-03-05kwcyber-ai-agent v4 | Bilingual Cybersecurity Datasetb440e5e560 B
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  3. 2026-03-05initial commit69033fa0 B
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Read further

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M4 - Abliterate then heal
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Non-English abliteration communities
The Russian slop-removal framing and non-English healing corpora.

Metadata

License
apache-2.0

Repository

DIR data 2 files FILE .gitattributes FILE README.md

File contents live on Hugging Face. Click a file or folder to open it there.

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("NaifAlzanki/kwcyber-ai-agent-dataset-v4")
Raw snapshot (Python) 
from huggingface_hub import snapshot_download
snapshot_download(repo_id="NaifAlzanki/kwcyber-ai-agent-dataset-v4", repo_type="dataset")
git clone (requires git-lfs) 
git clone https://huggingface.co/datasets/NaifAlzanki/kwcyber-ai-agent-dataset-v4
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