Stepanov's picture

Stepanov

Ihor

·

https://knowledgator.com/

AI & ML interests

Text classification, computational biology, relations extraction, path reasoning

Recent Activity

upvoted a collection 1 day ago

liked a dataset 6 days ago

knowledgator/gliclass-v3-logic-dataset

liked a model 8 days ago

knowledgator/gliclass-x-base

View all activity

Organizations

upvoted a collection 1 day ago

GLiClass ONNX

GLiClass models converted to ONNX format, as well as 8bit quantization • 5 items • Updated 1 day ago • 2

upvoted a collection 9 days 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. • 7 items • Updated 9 days ago • 13

upvoted a collection about 1 month ago

GLiNER-X

The Multilingual Named Entity Recognition (NER) model which is capable of identifying any entity type. • 6 items • Updated Jun 24 • 19

upvoted 2 articles 3 months ago

Article

Training and Finetuning Reranker Models with Sentence Transformers v4

By

•

Mar 26

• 150

Article

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

By

and 2 others •

Apr 23

• 55

upvoted a paper 4 months ago

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

Paper • 2504.00676 • Published Apr 1 • 4

upvoted a collection 4 months ago

GLiNER-BioMed

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

upvoted an article 5 months ago

Article

Introducing EuroBERT: A High-Performance Multilingual Encoder Model

By

and 3 others •

Mar 10

• 146

upvoted a collection 6 months ago

GLiNER-Biomed-1stg

12 items • Updated Feb 24 • 1

upvoted 2 articles 6 months ago

Article

Open-R1: Update #1

By

and 7 others •

Feb 2

• 305

Article

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

By

•

Jan 31

• 50

upvoted an article 7 months ago

Article

Train 400x faster Static Embedding Models with Sentence Transformers

By

•

Jan 15

• 199

upvoted 4 collections 11 months ago

Domain-specific GLiNER

6 items • Updated Jun 17, 2024 • 7

GLiNER

Knowledgator GLiNER models for information extraction • 8 items • Updated Dec 9, 2024 • 12

Qwen2

Qwen2 language models, including pretrained and instruction-tuned models of 5 sizes, including 0.5B, 1.5B, 7B, 57B-A14B, and 72B. • 39 items • Updated 10 days ago • 368

GLiNER bi-encoders

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

upvoted a collection 12 months ago

LLM2Vec

16 items • Updated Oct 8, 2024 • 45

upvoted a collection about 1 year ago

GLiClass

Generalist and Light-weighted Models for Zero-shot Text Classification • 13 items • Updated Sep 17, 2024 • 14

upvoted 2 papers about 1 year ago

Building Efficient Universal Classifiers with Natural Language Inference

Paper • 2312.17543 • Published Dec 29, 2023 • 2

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

Paper • 2406.12925 • Published Jun 14, 2024 • 26