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barbarabhb/nl2sh-chatter-robustness

published by @barbarabhb

Alignment dataset tracked in the /datasets sub-catalog.

Lifetime downloads
95
Last 30 days
19
Likes
-
Size
26 KB
Created on HF
2026-08-24
Age
1 months ago

Description

Chatter / robustness pairs for NL->shell models

246 hand-written (natural language, shell command) pairs teaching the

"boring reflex": greetings, small talk, identity questions and nonsense

input map to harmless commands (echo hello, pwd) instead of garbage

or network-touching behavior.

Generated by organic_augment.py (deterministic, seed 42). Used in the

training pool of barbarabhb/nl2sh-qwen25-coder-1.5b-GGUF.

Tags

task_categories:text-generationlicense:apache-2.0size_categories:n<1Kformat:jsonmodality:textlibrary:datasetslibrary:pandaslibrary:polarslibrary:mlcroissantregion:usnl2shshellrobustness

README current version from Hugging Face

license: apache-2.0
task_categories:

  • text-generation
    size_categories:
  • n<1K
    tags:
  • nl2sh
  • shell
  • robustness

Chatter / robustness pairs for NL->shell models

246 hand-written (natural language, shell command) pairs teaching the
"boring reflex": greetings, small talk, identity questions and nonsense
input map to harmless commands (echo hello, pwd) instead of garbage
or network-touching behavior.

Generated by organic_augment.py (deterministic, seed 42). Used in the
training pool of barbarabhb/nl2sh-qwen25-coder-1.5b-GGUF.

README history 4 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. 2026-08-24Upload organic_augment.py with huggingface_hub0419237615 B
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  2. 2026-08-24Upload chatter_robustness.jsonl with huggingface_hube48de92615 B
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  3. 2026-08-24Upload README.md with huggingface_hub764cb80615 B
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  4. 2026-08-24initial commitbeacec80 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. 2026-08-25[bot] Conversion to Parquetopen1 💬#1
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Non-English abliteration communities
Deep dive: huihui-ai, layer-window, slop-framing, CJK tokenizer fixes.

Metadata

License
apache-2.0

Repository

FILE .gitattributes FILE chatter_robustness.jsonl FILE organic_augment.py 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("barbarabhb/nl2sh-chatter-robustness")
Raw snapshot (Python) 
from huggingface_hub import snapshot_download
snapshot_download(repo_id="barbarabhb/nl2sh-chatter-robustness", repo_type="dataset")
git clone (requires git-lfs) 
git clone https://huggingface.co/datasets/barbarabhb/nl2sh-chatter-robustness
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