Mykhailo Shtopko

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upvoted a collection 4 months ago

GLiNER-PII

Collection

PII detection models developed in collaboration with Wordcab • 5 items • Updated Sep 24, 2025 • 21

upvoted a collection 5 months ago

GLiNER-decoder

Collection

A joint encoder-decoder GLiNER model for a scalable open-ontology entity recognition • 3 items • Updated Aug 15, 2025 • 16

upvoted a paper 5 months ago

GLiClass: Generalist Lightweight Model for Sequence Classification Tasks

Paper • 2508.07662 • Published Aug 11, 2025 • 9

upvoted a collection 5 months ago

GLiClass ONNX

Collection

GLiClass models converted to ONNX format, as well as 8bit quantization • 5 items • Updated Jul 29, 2025 • 4

upvoted an article 5 months ago

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Article

What Open-Source Developers Need to Know about the EU AI Act's Rules for GPAI Models

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Aug 4, 2025

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upvoted 3 collections 6 months ago

GLiNER-BioMed

Collection

Collection of high-quality GLiNER models tuned for working with biomedical data • 7 items • Updated Apr 2, 2025 • 7

GLiCLass-V3

Collection

Models for zero-shot text classification that are up to 50 times faster than Cross-Encoders and show the same or higher accuracy. • 8 items • Updated Aug 13, 2025 • 18

Encoders vs Decoders: the Ettin Suite

Collection

A collection of SOTA, open-data, paired encoder-only and decoder only models ranging from 17M params to 1B. See the paper at https://arxiv.org/abs/250 • 32 items • Updated Jul 16, 2025 • 25

upvoted a collection 7 months ago

GLiNER-X

Collection

The Multilingual Named Entity Recognition (NER) model which is capable of identifying any entity type. • 6 items • Updated Jun 24, 2025 • 21

upvoted an article 9 months ago

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Article

Announcing MamayLM, an efficient state-of-the-art Ukrainian LLM

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Apr 23, 2025

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62

upvoted a collection 10 months ago

ModernGLiClass

Collection

GLiClass with ModernBERT backbone • 6 items • Updated Mar 28, 2025 • 12

upvoted a paper 11 months ago

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published Dec 18, 2024 • 158

upvoted an article 11 months ago

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Article

Finally, a Replacement for BERT: Introducing ModernBERT

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Dec 19, 2024

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719

upvoted a paper over 1 year ago

Named Clinical Entity Recognition Benchmark

Paper • 2410.05046 • Published Oct 7, 2024 • 16

upvoted an article over 1 year ago

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Article

Accelerate 1.0.0

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Sep 13, 2024

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54

upvoted a collection over 1 year ago

GLiNER bi-encoders

Collection

Bi-encoder and poly-encoder architectures of GLiNER • 5 items • Updated Sep 10, 2024 • 13

upvoted a paper over 1 year ago

GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks

Paper • 2406.12925 • Published Jun 14, 2024 • 25

upvoted 3 collections almost 2 years ago

Information Extraction Datasets

Collection

Collection of datasest for various information extraction tasks. • 3 items • Updated Sep 10, 2024 • 6

Zero-shot text classification models

Collection

Collection of the best zero-shot text classification models. Fine-tune them with few examples using LiqFit - https://github.com/Knowledgator/LiqFit. • 9 items • Updated Sep 10, 2024 • 14

Chemical Converters

Collection

Collection of models for converting chemical formats between each other. • 6 items • Updated Sep 10, 2024 • 2