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Fullstop Punctuation Multilingual Sonar Base

huggingface.co·Infrastructure

A transformer model based on the SONAR architecture that performs token classification to restore punctuation and capitalization across multiple languages. It is particularly useful for processing ASR output, normalizing informal text, or preparing data for downstream NLP tasks. The model is distributed via the Transformers library.

Open SourceWebCLIAPI
FFullstop Punctuation Multilingual Sonar Base preview
Visit huggingface.co↗

Overview

3 features

Fullstop Punctuation Multilingual Sonar Base is an Other AI project. Automatically adding proper punctuation and capitalization to unpunctuated multilingual text. It is built as an open-source project for developers. The project is open source (Open Source). It runs on the web, the command line, and API.

oliverguhr builds and maintains Fullstop Punctuation Multilingual Sonar Base, and it first shipped in 2022. Among its 3 catalogued features are punctuation restoration, capitalization, and multilingual support.

Summary written by a language model from the project’s public pages.

  • ✓Punctuation restoration
  • ✓Capitalization
  • ✓Multilingual support
Tags
punctuation-restorationmultilingual-nlpsonar-basetoken-classification
AI capabilities
Text
Inference: LocalWeights: Open

Built with & integrations

Hosting
AWS
Runs on
BrowserCLIAPI-only
Detected from
AWS
x-amz-cf-id header · x-amz-cf-pop header · via header

Trust & compliance

License
Open Source
Verified signals
✓HTTPS✓Privacy Policy✓Terms of Service✓Open Source✓Free tier
Legal
Privacy Policy →Terms of Service →

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed21 Jul · 13:04 UTC
    oliverguhr/fullstop-punctuation-multilingual-sonar-base verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about Fullstop Punctuation Multilingual Sonar Base

What does Fullstop Punctuation Multilingual Sonar Base do?
Automatically adding proper punctuation and capitalization to unpunctuated multilingual text. It is catalogued under Other AI on PulseGate.
Who should use Fullstop Punctuation Multilingual Sonar Base?
Fullstop Punctuation Multilingual Sonar Base is an open-source project built for developers.
Does Fullstop Punctuation Multilingual Sonar Base have a free plan?
Yes — Fullstop Punctuation Multilingual Sonar Base is open source under the Open Source license and free to use.
What platforms does Fullstop Punctuation Multilingual Sonar Base run on?
Fullstop Punctuation Multilingual Sonar Base runs on the web, the command line, and API.
Is Fullstop Punctuation Multilingual Sonar Base still maintained?
Unverified. Fullstop Punctuation Multilingual Sonar Base has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
What are alternatives to Fullstop Punctuation Multilingual Sonar Base?
Similar projects tracked by PulseGate include verdikt, cliver, and ChatGPT Prompts Extension.verdiktcliverChatGPT Prompts Extension
Who makes Fullstop Punctuation Multilingual Sonar Base?
Fullstop Punctuation Multilingual Sonar Base is developed by oliverguhr.
How long has Fullstop Punctuation Multilingual Sonar Base been around?
Fullstop Punctuation Multilingual Sonar Base first shipped in 2022.

At a glance

Pricing
Open Source
Platforms
Cli · Web
Languages
English
License
Open Source
Built for
developers
Model
Open source
Solves
Automatically adding proper punctuation and capitalization to unpunctuated multilingual text.

Registered as

Hugging Face
oliverguhr/fullstop-punctuation-multilingual-sonar-base

Developer

oliverguhr

Live coverage

Identity confidence
Medium · 70.4
Indexed
21 Jul 2026
Lifecycle
Alive
Last seen
21 Jul 2026
Identity audit (13)
Slug
oliverguhr-fullstop-punctuation-multilingual-sonar-base-huggingface-co
Lifecycle state recorded
21 Jul 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
21 Jul 2026
Timeline basis
Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from
Derived from the project's own page and URL.
Category from
Derived from the model's own Hugging Face metadata.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
5 Aug 2026
Canonical URL
https://huggingface.co/oliverguhr/fullstop-punctuation-multilingual-sonar-base

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