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Knowledgator

Open-Source ML research company focused on developing fundamental encoder-only transformer models for information extraction

97 followers
Ukraine
https://knowledgator.com/
company/knowledgator
@knowledgator
info@knowledgator.com

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GLiClass GLiClassPublic
Generalist and Lightweight Model for Text Classification
Python 242 23
GLinker GLinkerPublic
Efficient and scalable zero-shot entity linking
Python 147 13
FlashDeBERTa FlashDeBERTaPublic
Trully flash implementation of DeBERTa disentangled attention mechanism.
Python 91 6
TurboT5 TurboT5Public
Truly flash T5 realization!
Python 77 5
LiqFit LiqFitPublic
Efficient few-shot learning with cross-encoders.
Jupyter Notebook 68 1
GLiNER.cpp GLiNER.cppPublic
C++ inference engine for running GLiNER (Generalist and Lightweight Named Entity Recognition) models
C++ 50 8

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Showing 10 of 23 repositories

GLiClass Public
Generalist and Lightweight Model for Text Classification
Knowledgator/GLiClass's past year of commit activity
Python 242Apache-2.0 23 15 0 Updated Jul 21, 2026
GLinker Public
Efficient and scalable zero-shot entity linking
Knowledgator/GLinker's past year of commit activity
Python 147Apache-2.0 13 1 0 Updated Jul 20, 2026
GLiNER.cpp Public
C++ inference engine for running GLiNER (Generalist and Lightweight Named Entity Recognition) models
Knowledgator/GLiNER.cpp's past year of commit activity
C++ 50Apache-2.0 8 1 0 Updated Jul 10, 2026
RetriCo Public
Efficient and modular GraphRAG system
Knowledgator/RetriCo's past year of commit activity
Python 50Apache-2.0 4 0 0 Updated Jul 7, 2026
PolyLoRA Public
Knowledgator/PolyLoRA's past year of commit activity
Python 3 0 0 0 Updated Jun 15, 2026
Opir Public
Efficient Multi-Task Safety Classification for Toxicity, Jailbreaks, Hate Speech, and Harmful Content
Knowledgator/Opir's past year of commit activity
Python 24 3 0 0 Updated May 29, 2026
GLiNER Public Forked from urchade/GLiNER
Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024
Knowledgator/GLiNER's past year of commit activity
Python 8Apache-2.0 300 0 0 Updated Apr 26, 2026
FlashDeBERTa Public
Trully flash implementation of DeBERTa disentangled attention mechanism.
Knowledgator/FlashDeBERTa's past year of commit activity
Python 91Apache-2.0 6 4 0 Updated Feb 10, 2026
TurboT5 Public
Truly flash T5 realization!
Knowledgator/TurboT5's past year of commit activity
Python 77 5 6 0 Updated Jan 26, 2026
chemical-converters Public
Encoder-decoders for translating different chemical formats.
Knowledgator/chemical-converters's past year of commit activity
Python 21Apache-2.0 6 2 0 Updated Sep 17, 2025

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