Stepanov

Ihor's activity

• All
• Models
• Datasets
• Spaces
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes

upvoted 4 collections 4 months ago

Domain-specific GLiNER

Collection

6 items • Updated Jun 17 • 6

GLiNER

Collection

Knowledgator GLiNER models for information extraction • 8 items • Updated 16 days ago • 4

Qwen2

Collection

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 28 days ago • 351

GLiNER bi-encoders

Collection

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

upvoted a collection 5 months ago

LLM2Vec

Collection

16 items • Updated Oct 8 • 38

upvoted a collection 6 months ago

GLiClass

Collection

Generalist and Light-weighted Models for Zero-shot Text Classification • 13 items • Updated Sep 17 • 12

upvoted 2 papers 6 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 • 23

upvoted an article 7 months ago

view article

Article

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

Oct 21, 2022

• 16

upvoted a paper 8 months ago

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

Paper • 2402.15343 • Published Feb 23 • 13

upvoted 2 collections 11 months ago

Information Extraction Datasets

Collection

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

Zero-shot text classification models

Collection

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 • 10

upvoted a paper 11 months ago

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18 • 145

upvoted a collection 11 months ago

Zeroshot Classifiers

Collection

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. • 11 items • Updated Apr 3 • 115

upvoted a collection 12 months ago

Universal token classification

Collection

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