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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 530 42

  2. GLinker GLinker Public

    Efficient and scalable zero-shot entity linking

    Python 156 14

  3. GLiFormer GLiFormer Public

    Generalist Multitask Transformer Encoders

    Python 126 10

  4. FlashDeBERTa FlashDeBERTa Public

    Trully flash implementation of DeBERTa disentangled attention mechanism.

    Python 93 6

  5. TurboT5 TurboT5 Public

    Truly flash T5 realization!

    Python 77 5

  6. LiqFit LiqFit Public

    Efficient few-shot learning with cross-encoders.

    Jupyter Notebook 68 1

Repositories

Showing 10 of 24 repositories
  • 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 Sep 20, 2026
  • GLiFormer Public

    Generalist Multitask Transformer Encoders

    Knowledgator/GLiFormer's past year of commit activity
    Python 126 Apache-2.0 10 2 0 Updated Sep 15, 2026
  • GLiClass Public

    Generalist and Lightweight Model for Text Classification

    Knowledgator/GLiClass's past year of commit activity
    Python 530 Apache-2.0 42 16 3 Updated Jul 21, 2026
  • GLinker Public

    Efficient and scalable zero-shot entity linking

    Knowledgator/GLinker's past year of commit activity
    Python 156 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-2.0 315 0 0 Updated Apr 26, 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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