Stepanov's picture

Stepanov

Ihor

·

https://knowledgator.com/

AI & ML interests

Text classification, computational biology, relations extraction, path reasoning

Recent Activity

liked a dataset about 12 hours ago

derek-thomas/ScienceQA

liked a model 1 day ago

microsoft/OmniParser-v2.0

liked a model 1 day ago

knowledgator/gliclass-modern-base-v2.0-init

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Organizations

Ihor's activity

upvoted a collection 11 days ago

GLiNER-Biomed-1stg

11 items • Updated 3 days ago • 1

upvoted an article 20 days ago

Article

Open-R1: Update #1

By

and 7 others •

20 days ago

• 285

upvoted an article 22 days ago

Article

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

By

•

22 days ago

• 35

upvoted an article about 1 month ago

Article

Train 400x faster Static Embedding Models with Sentence Transformers

Jan 15

• 147

upvoted 4 collections 6 months ago

Domain-specific GLiNER

6 items • Updated Jun 17, 2024 • 6

GLiNER

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

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 Nov 28, 2024 • 357

GLiNER bi-encoders

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

upvoted a collection 7 months ago

LLM2Vec

16 items • Updated Oct 8, 2024 • 40

upvoted a collection 8 months ago

GLiClass

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

upvoted 2 papers 8 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 • 24

upvoted an article 9 months ago

Article

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

Oct 21, 2022

• 23

upvoted a paper 10 months ago

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

Paper • 2402.15343 • Published Feb 23, 2024 • 13

upvoted 2 collections about 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 • 10

upvoted a paper about 1 year ago

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 146

upvoted 2 collections about 1 year ago

Zeroshot Classifiers

These are my current best zeroshot classifiers. Some of my older models are downloaded more often, but the models in this collection are newer/better. • 12 items • Updated Jan 6 • 127

Universal token classification

Collection of universal token classification (UTC) models capable in prompt-tuned manner to solve many information extraction tasks. • 11 items • Updated Sep 10, 2024 • 12