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Sat 12l Sm
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Sat 12l Sm

huggingface.co·Infrastructure

sat-12l-sm is the small 12-layer transformer model from the Segment Any Text (wtpsplit) project. It performs state-of-the-art sentence boundary detection and token classification across 85 languages. The model is available in multiple formats including Transformers and ONNX and is designed for robust performance on real-world, noisy text data.

Open SourceMIT
WebAPI
S
Sat 12l Sm preview
Visit huggingface.co↗
⭐1.3k
stars
🍴83
forks
✓3
features
📅2020
since

Overview

3 features

In the Other AI space, Sat 12l Sm takes a focused approach. Accurately segmenting text into sentences across many languages, including noisy or non-standard text where traditional rules fail. It is built as an open-source project for NLP developers and researchers. Sat 12l Sm is open source under the MIT license. The product ships for the web and API.

It is developed by Segment any Text, and the product first shipped in 2020. Development happens publicly on GitHub with 1.3k stars. Key capabilities include token classification, multilingual support, and ONNX export.

  • ✓Token classification
  • ✓Multilingual support
  • ✓ONNX export

Tags

sentence-segmentationtoken-classificationmultilingual-nlpwtpsplittransformer-encoder

AI capabilities

TextInference: LocalWeights: Open

Built with & integrations

Hosting
aws
Runs on
BrowserAPI-only

Trust & compliance

LicenseMIT
Verified signals
✓ HTTPS✓ Privacy Policy✓ Terms of Service✓ Open Source✓ Free tier✓ GitHub · ★ 1.3k
Legal
Privacy Policy →Terms of Service →

Recent events

Latest indexed changes and source events

  1. IndexedJul 21, 3:32 PM

    segment-any-text/sat-12l-sm verified by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about Sat 12l Sm

What does Sat 12l Sm do?
Accurately segmenting text into sentences across many languages, including noisy or non-standard text where traditional rules fail. It is catalogued under Other AI on PulseGate.
Who is Sat 12l Sm for?
Sat 12l Sm is an open-source project built for NLP developers and researchers.
Is Sat 12l Sm free?
Yes — Sat 12l Sm is open source under the MIT license and free to use.
What platforms does Sat 12l Sm run on?
Sat 12l Sm runs on the web and API.
Is Sat 12l Sm still maintained?
PulseGate's liveness checks currently classify Sat 12l Sm as active.
What are alternatives to Sat 12l Sm?
Similar tools tracked by PulseGate include Sat 3l Sm, Paraphrase Multilingual MiniLM L12, and Sentence Transformers E5 Large.Sat 3l SmParaphrase Multilingual MiniLM L12Sentence Transformers E5 Large
Who makes Sat 12l Sm?
Sat 12l Sm is developed by Segment any Text.
When did Sat 12l Sm launch?
Sat 12l Sm first shipped in 2020.

At a glance

Pricing
Open Source
Platforms
Web
Languages
English
Open source
Yes · ★ 1.3k
License
MIT
First seen
Jul 21, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
NLP developers and researchers
Model
Open source
Solves
Accurately segmenting text into sentences across many languages, including noisy or non-standard text where traditional rules fail.

Developer

Segment any Text
Team
↗ GitHub

Open source

View on GitHub →
⭐ Stars
1,317
🍴 Forks
83
Open issues
3
Last commit
2w ago
Commits 90d
0
Contributors
16
Authorship
Team
Default branch
main
Latest release
2.2.1 · 3mo ago

Live coverage

Confidence
Medium · 70
Indexed
Jul 21, 2026
Lifecycle
Alive
Activity
Active
First seen
Jul 2026
Last seen
today
Identity audit (10)
Entity ID
cmrutbj3d07adqoarp90wjhtg
Slug
segment-any-text-sat-12l-sm-huggingface-co
Lifecycle last checked
Jul 21, 2026
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 21, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 21, 2026
Canonical URL
https://huggingface.co/segment-any-text/sat-12l-sm

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