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@Knowledgator

Knowledgator

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

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  1. GLiClass GLiClass Public

    Generalist and Lightweight Model for Text Classification

    Python 245 23

  2. GLinker GLinker Public

    Efficient and scalable zero-shot entity linking

    Python 153 14

  3. FlashDeBERTa FlashDeBERTa Public

    Trully flash implementation of DeBERTa disentangled attention mechanism.

    Python 93 6

  4. TurboT5 TurboT5 Public

    Truly flash T5 realization!

    Python 77 5

  5. LiqFit LiqFit Public

    Efficient few-shot learning with cross-encoders.

    Jupyter Notebook 68 1

  6. GLiNER.cpp GLiNER.cpp Public

    C++ inference engine for running GLiNER (Generalist and Lightweight Named Entity Recognition) models

    C++ 52 8

Repositories

Showing 10 of 24 repositories
  • GLiFormer Public

    Generalist Multitask Transformer Encoders

    Knowledgator/GLiFormer's past year of commit activity
    Python 45 Apache-2.0 1 0 0 Updated Sep 15, 2026
  • GLiClass Public

    Generalist and Lightweight Model for Text Classification

    Knowledgator/GLiClass's past year of commit activity
    Python 245 Apache-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 153 Apache-2.0 14 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++ 52 Apache-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 50 Apache-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 25 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 8 Apache-2.0 301 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 93 Apache-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
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