Mykhailo Shtopko's picture

Mykhailo Shtopko

BioMike

·

https://www.linkedin.com/in/mykhailo-shtopko-054b651ab/

BioMikeUkr

AI & ML interests

Machine learning | NLP | Information Extraction | Bioinformatics | Genetics | Synthetic Biology

Recent Activity

upvoted an article about 3 hours ago

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

new activity 7 days ago

cnmoro/gliclass-modern-large-v3.0-onnx:Full text construction issue

liked a dataset 10 days ago

knowledgator/gliclass-v3-logic-dataset

View all activity

Organizations

upvoted an article about 3 hours ago

Article

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

By

and 5 others •

3 days ago

• 20

upvoted 2 collections 15 days ago

GLiNER-BioMed

Collection of high-quality GLiNER models tuned for working with biomedical data • 7 items • Updated Apr 2 • 6

GLiCLass-V3

Models for zero-shot text classification that are up to 50 times faster than Cross-Encoders and show the same or higher accuracy. • 7 items • Updated 15 days ago • 13

upvoted a collection 19 days ago

Encoders vs Decoders: the Ettin Suite

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 21 days ago • 16

upvoted a collection 2 months ago

GLiNER-X

The Multilingual Named Entity Recognition (NER) model which is capable of identifying any entity type. • 6 items • Updated Jun 24 • 20

upvoted an article 4 months ago

Article

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

By

and 2 others •

Apr 23

• 57

upvoted a collection 5 months ago

ModernGLiClass

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

upvoted a paper 6 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 • 153

upvoted an article 6 months ago

Article

Finally, a Replacement for BERT: Introducing ModernBERT

By

and 14 others •

Dec 19, 2024

• 674

upvoted a paper 10 months ago

Named Clinical Entity Recognition Benchmark

Paper • 2410.05046 • Published Oct 7, 2024 • 17

upvoted an article 11 months ago

Article

Accelerate 1.0.0

By

and 2 others •

Sep 13, 2024

• 53

upvoted a collection 12 months ago

GLiNER bi-encoders

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

upvoted a paper about 1 year ago

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

Paper • 2406.12925 • Published Jun 14, 2024 • 26

upvoted 3 collections over 1 year ago

Information Extraction Datasets

Collection of datasest for various information extraction tasks. • 3 items • Updated Sep 10, 2024 • 5

Zero-shot text classification models

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 • 13

Chemical Converters

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