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5/5

Wikilangs N'Ko Embeddings (Wikipedia)

N'Ko(nqo)TextLMWest Africa
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Dataset Info

Language
N'Ko (nqo)
Modality
Text
Domain
General
Size
—
Institution
Omarkamali (Wikilangs)
Last Updated
11 Jun 2026

License & Access

SPDX identifierMIT

Open — attribution required; commercial use allowed.

RedistributionYes

PII RISK

Unknown risk

Full Record

28 of 46 fields stated

Every column the registry tracks. Values marked derivedwere filled by a rule or read from the source's text rather than stated in its metadata; the rule or the quoted sentence is shown under the value.

Registry columns (22/27)

iso code
nqo
Dataset name
Wikilangs N'Ko Embeddings (Wikipedia)
Modality
Text
Type
model
Link
https://huggingface.co/wikilangs/nqo
NLP Task
LM
Domain
General
Data Format
bin, json, npy, parquet, pngderivedHugging Face card: file formats
Size Metric
Tokens
Size Value
Not stated
License
MIT
Open Access
Open
Source Repository
Hugging Face
Year Published
2026
Creator/Author(s)
Omarkamali (Wikilangs)
Funder/Partner
Wikilangs project
Dialect Coverage
Standard
Gender Balance
Not stated
Speaker Count
Not stated
Annotation Type
Automatic
Status
Active
Has Datasheet
No
PII Risk
Not stated
Consent Verified
Not stated
Verified By
Emmanuel
Date Indexed
2026-06-11
Notes / Flags
N'Ko Wikipedia-based NLP model with fastText embeddings, n-gram tokenizer, and Markov chain text generation. Trained on N'Ko Wikipedia (omarkamali/wikipedia-mon…

Quality (DQI) (5/12)

Datasheet Fields Completed
Not stated
SPDX License ID
MIT
Redistribution Allowed?
Yes
Content Hash
13d4f52b689dcf3ad23afdab2a7c54be2a851936derivedHugging Face card: commit sha
Submitted By
Not stated
Fetch Date
2026-06-11
Last Updated Date
2026-01-10derivedHugging Face card: lastModified
Annotation Guidelines Available?
Not stated
IAA Score
Not stated
Cleaning Notes
Not stated
Benchmark Exists?
Not stated
Benchmark Citation
Not stated

Representativeness (DRI) (1/7)

Gender Distribution
Not stated
Region Coverage
Not stated
Region Distribution
Not stated
Age Range Coverage
Not stated
Register
Not stated
Marginalized Group Note
Not stated
Demographic Fields Reported Count
0

Readiness Score Breakdown

5/5
Data Coverage97%
Model Availability100%
Benchmarks100%
Documentation85%
Recency100%

Representativeness

Gender Balance
Regional Distribution
Dialect Coverage
Inclusivity

Provenance

Source URL
https://huggingface.co/wikilangs/nqo
Fetch Timestamp
11 Jun 2026
Content Hash
13d4f52b689dcf3ad23afdab2a7c54be2a851936

Audit Log

Record indexed from Hugging Face

11 Jun 2026

Source status: Active

11 Jun 2026

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