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XChava/cyber-ken-v3-mix

published by @XChava

Alignment dataset tracked in the /datasets sub-catalog.

Lifetime downloads
195
Last 30 days
42
Likes
-
Size
499.0 MB
Created on HF
2026-04-29
Age
5 months ago

Description

cyber-ken-v3 mix

SFT mix for fine-tuning HauhauCS/Qwen3.5-9B-Uncensored-Aggressive on cybersecurity,

tool calling, agentic workflows, and coding.

Splits

train: 153104 examples

val: 4834 examples

test: 3222 examples

Format

Qwen3-compatible ChatML with Hermes XML tool calls. See the prep pipeline

for full schema details.

Provenance

See prep_stats.json for per-stage statistics including dedup rates and

quality drop reasons.

Tags

task_categories:text-generationlanguage:enlanguage:thlicense:apache-2.0size_categories:100K<n<1Mformat:jsonmodality:textlibrary:datasetslibrary:pandaslibrary:polarslibrary:mlcroissantregion:uscybersecurityfunction-callingagentictool-usecoding

README current version from Hugging Face

license: apache-2.0
task_categories:

  • text-generation
    language:
  • en
  • th
    tags:
  • cybersecurity
  • function-calling
  • agentic
  • tool-use
  • coding

cyber-ken-v3 mix

SFT mix for fine-tuning HauhauCS/Qwen3.5-9B-Uncensored-Aggressive on cybersecurity,
tool calling, agentic workflows, and coding.

Splits

  • train: 153104 examples
  • val: 4834 examples
  • test: 3222 examples

Format

Qwen3-compatible ChatML with Hermes XML tool calls. See the prep pipeline
for full schema details.

Provenance

See prep_stats.json for per-stage statistics including dedup rates and
quality drop reasons.

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.

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  5. 2026-04-29Upload data/train.jsonl with huggingface_hubf0353360 B
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  6. 2026-04-29initial commitec256bd0 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. 2026-04-30[bot] Conversion to Parquetopen1 💬#1
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Read further

Community best practices (data hygiene)
Rules for what belongs in a training mix and what does not.
M6 - Uncensored fine-tuning
DPO/ORPO from scratch. The Hartford dolphin lineage.
The politics of dataset curation
The curatorial choices behind Dolphin, Wizard, and the uncensored tradition.
Non-English abliteration communities
How non-English producers assemble uncensored fine-tuning corpora.

Metadata

License
apache-2.0

Repository

DIR data 3 files FILE .gitattributes FILE prep_stats.json 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("XChava/cyber-ken-v3-mix")
Raw snapshot (Python) 
from huggingface_hub import snapshot_download
snapshot_download(repo_id="XChava/cyber-ken-v3-mix", repo_type="dataset")
git clone (requires git-lfs) 
git clone https://huggingface.co/datasets/XChava/cyber-ken-v3-mix
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