Stepanov's picture

Stepanov

Ihor

·

https://knowledgator.com/

AI & ML interests

Text classification, computational biology, relations extraction, path reasoning

Recent Activity

new activity 8 days ago

knowledgator/GLiNER_HandyLab:model-replacement-runtime

new activity 8 days ago

knowledgator/gliclass_msmarco_merged:Upload evaluation script

new activity 8 days ago

knowledgator/gliclass_msmarco_merged:Update README.md

View all activity

Organizations

Ihor's activity

upvoted an article 11 days ago

Article

Training and Finetuning Reranker Models with Sentence Transformers v4

Mar 26

• 125

upvoted a paper about 1 month ago

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

Paper • 2504.00676 • Published Apr 1 • 4

upvoted a collection about 1 month ago

GLiNER-BioMed

Collection of high-quality GLiNER models tuned for working with biomedical data • 7 items • Updated Apr 2 • 5

upvoted a collection 3 months ago

GLiNER-Biomed-1stg

12 items • Updated Feb 24 • 1

upvoted an article 4 months ago

Article

Train 400x faster Static Embedding Models with Sentence Transformers

Jan 15

• 177

upvoted 5 collections 9 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 • 10

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 • 361

GLiNER bi-encoders

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

LLM2Vec

16 items • Updated Oct 8, 2024 • 46

upvoted a collection 10 months ago

GLiClass

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

upvoted 2 papers 11 months 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

upvoted an article 12 months ago

Article

From PyTorch DDP to 🤗 Accelerate to 🤗 Trainer, mastery of distributed training with ease

Oct 21, 2022

• 28

upvoted a paper about 1 year ago

NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data

Paper • 2402.15343 • Published Feb 23, 2024 • 14

upvoted a collection about 1 year ago

Information Extraction Datasets

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