Stepanov's picture

Stepanov PRO

Ihor

·

https://knowledgator.com/

AI & ML interests

Text classification, computational biology, relations extraction, path reasoning

Recent Activity

updated a model 1 day ago

Ihor/gliclass-adapter-test

published a model 1 day ago

Ihor/gliclass-adapter-test

liked a model 3 days ago

knowledgator/gliner-relex-large-v0.5

View all activity

Organizations

upvoted an article 19 days ago

Article

Multi-Label Classification Model From Scratch: Step-by-Step Tutorial

Jan 8, 2024

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49

upvoted an article about 1 month ago

Article

🛡️ Nemotron PII: Synthesized Data for Privacy-Preserving AI

Oct 28

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30

upvoted a collection 3 months ago

GLiNER-PII

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

upvoted a paper 3 months ago

LMEnt: A Suite for Analyzing Knowledge in Language Models from Pretraining Data to Representations

Paper • 2509.03405 • Published Sep 3 • 23

upvoted 2 collections 3 months ago

LMEnt

14 items • Updated Sep 14 • 6

mmBERT: a modern multilingual encoder

mmBERT is trained on 3T tokens from over 1800 languages, showing SoTA scores on benchmarks and exceptional low-resource performance • 16 items • Updated Sep 9 • 49

upvoted a paper 4 months ago

GLiClass: Generalist Lightweight Model for Sequence Classification Tasks

Paper • 2508.07662 • Published Aug 11 • 9

upvoted a collection 4 months ago

GLiClass ONNX

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

upvoted 2 collections 5 months ago

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. • 8 items • Updated Aug 13 • 18

GLiNER-X

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

upvoted 2 articles 8 months ago

Article

Training and Finetuning Reranker Models with Sentence Transformers v4

Mar 26

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176

Article

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

Apr 23

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62

upvoted a paper 8 months ago

GLiNER-biomed: A Suite of Efficient Models for Open Biomedical Named Entity Recognition

Paper • 2504.00676 • Published Apr 1 • 5

upvoted a collection 8 months ago

GLiNER-BioMed

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

upvoted an article 9 months ago

Article

Introducing EuroBERT: A High-Performance Multilingual Encoder Model

Mar 10

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146

upvoted a collection 10 months ago

GLiNER-Biomed-1stg

12 items • Updated Feb 24 • 1

upvoted 2 articles 10 months ago

Article

Open-R1: Update #1

Feb 2

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305

Article

Mini-R1: Reproduce Deepseek R1 „aha moment“ a RL tutorial

Jan 31

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51

upvoted an article 11 months ago

Article

Train 400x faster Static Embedding Models with Sentence Transformers

Jan 15

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221

upvoted a collection over 1 year ago

Domain-specific GLiNER

6 items • Updated Jun 17, 2024 • 7