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PuoBERTa vs stopwords-sw

A verified, side-by-side comparison. Both records are status-checked by Wycord, so you are comparing what each actually offers today, not a stale listing.

Category
Developer Tools
Developer Tools
Type
NLP Library
NLP Library
Country
🇿🇦 South Africa
🌍 Pan-African
Docs status
Docs live
Docs live
Licensing
Pricing
Free / open-source
Free / open-source
Verified
Verified
Verified
Last verified
10 Oct 2026
10 Oct 2026
Tags
south-africa, python, setswana, roberta, language-model
npm, nlp, json, swahili, stopwords
Summary
PuoBERTa is a RoBERTa-based masked language model purpose-built for Setswana, trained on the PuoData corpus by the Data Science for Social Impact group. It ships with example scripts for fill-mask, news classification, NER and POS tagging via HuggingFace Transformers.
A comprehensive Swahili (sw) stopwords collection distributed in JSON and text formats (npm/bower stopwords-sw) for text preprocessing in NLP pipelines. Maintained by the stopwords-iso project.

PuoBERTa vs stopwords-sw at a glance

PuoBERTa and stopwords-sw are both listed under NLP Library in Wycord's Developer Tools index.

PuoBERTa is based in South Africa and stopwords-sw in Pan-African.

Both currently show the status "Docs live".

On access, both are marked "No approval needed".

Over the last 30 days Wycord's probes measured 100% uptime for PuoBERTa (36 checks) and 100% for stopwords-sw (36 checks).

Average response time on live probes was 894 ms for PuoBERTa and 805 ms for stopwords-sw.

Uptime and latency come from Wycord's own probes of each resource's website, documentation and repository, run every six hours.

How they differ

  • Country: PuoBERTa, South Africa; stopwords-sw, Pan-African.
  • Average latency: PuoBERTa, 894 ms; stopwords-sw, 805 ms.

Topics

Only PuoBERTa: south-africa, python, setswana, roberta, language-model.

Only stopwords-sw: npm, nlp, json, swahili, stopwords.

Common questions

Which has better uptime, PuoBERTa or stopwords-sw?
They are level at 100% over the last 30 days.
Do PuoBERTa or stopwords-sw need approval before use?
Both are marked "No approval needed".
Is the documentation for PuoBERTa and stopwords-sw working?
Both show "Docs live" at the last check.
Where are PuoBERTa and stopwords-sw based?
PuoBERTa is based in South Africa; stopwords-sw is based in Pan-African.

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