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Fullstop Punctuation Multilang Large

huggingface.co·Infrastructure

oliverguhr/fullstop-punctuation-multilang-large is a transformer model trained to predict and insert punctuation marks into raw text. It supports many languages and is commonly used to improve the readability of ASR output or informal text. The model is available through the Hugging Face Transformers library.

Open SourceMITWebCLIAPI
FFullstop Punctuation Multilang Large preview
Visit huggingface.co↗
90stars
18forks
1alternative
3features
2021since

Overview

3 features

Fullstop Punctuation Multilang Large is an Other AI project. It focuses on restoring proper punctuation in transcribed or unpunctuated text across multiple languages. It is built as an open-source project for NLP developers and transcription services. Fullstop Punctuation Multilang Large is open source under the MIT license. It runs on the web, the command line, and API.

Oliver Guhr builds and maintains Fullstop Punctuation Multilang Large, and it first shipped in 2021. The project is developed in the open on GitHub with 90 stars. Among its 3 catalogued features are Punctuation Restoration, Multilingual Support, and Token Classification.

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

  • ✓Punctuation Restoration
  • ✓Multilingual Support
  • ✓Token Classification
Tags
punctuation-restorationmultilingual-nlptoken-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
MIT
Verified signals
✓HTTPS✓Privacy Policy✓Terms of Service✓Open Source✓Free tier✓GitHub · ★ 90
Legal
Privacy Policy →Terms of Service →

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed2 Aug · 16:12 UTC
    oliverguhr/fullstop-punctuation-multilang-large verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about Fullstop Punctuation Multilang Large

What does Fullstop Punctuation Multilang Large do?
Fullstop Punctuation Multilang Large focuses on restoring proper punctuation in transcribed or unpunctuated text across multiple languages. It is catalogued under Other AI on PulseGate.
Who should use Fullstop Punctuation Multilang Large?
Fullstop Punctuation Multilang Large is an open-source project built for NLP developers and transcription services.
Is Fullstop Punctuation Multilang Large free?
Yes — Fullstop Punctuation Multilang Large is open source under the MIT license and free to use.
What platforms does Fullstop Punctuation Multilang Large run on?
Fullstop Punctuation Multilang Large runs on the web, the command line, and API.
Is Fullstop Punctuation Multilang Large still active?
Unverified. Fullstop Punctuation Multilang Large 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.
Who makes Fullstop Punctuation Multilang Large?
Fullstop Punctuation Multilang Large is developed by Oliver Guhr.
When did Fullstop Punctuation Multilang Large launch?
Fullstop Punctuation Multilang Large first shipped in 2021.
Is Fullstop Punctuation Multilang Large open source?
Yes — Fullstop Punctuation Multilang Large is open source under the MIT license, developed on GitHub.

At a glance

Pricing
Open Source
Platforms
Cli · Web
Languages
English
Open source
Yes · ★ 90
License
MIT
First seen
2 Aug 2026
Built for
NLP developers and transcription services
Model
Open source
Solves
Restoring proper punctuation in transcribed or unpunctuated text across multiple languages.

Registered as

GitHub
oliverguhr/fullstop-deep-punctuation-prediction
Hugging Face
oliverguhr/fullstop-punctuation-multilang-large

Developer

Oliver Guhr
Small team
↗ GitHub

Open source

View on GitHub →
Stars
90
Forks
18
Open issues
3
Last commit
21 Apr 2026
Commits 90d
0
Contributors
5
Authorship
Small team
Default branch
main

Live coverage

Identity confidence
Medium · 70.4
Indexed
2 Aug 2026
Lifecycle
Alive
First seen
Aug 2026
Last seen
2 Aug 2026
Identity audit (13)
Slug
oliverguhr-fullstop-punctuation-multilang-large-huggingface-co
Lifecycle state recorded
2 Aug 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
2 Aug 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
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-multilang-large

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