Stepanov

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upvoted a collection 22 days ago

GLiClass

Collection

Generalist and Light-weighted Models for Zero-shot Text Classification • 10 items • Updated 23 days ago • 6

upvoted 2 papers about 1 month 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 • 20

upvoted an article 2 months ago

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Article

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

Oct 21, 2022

• 7

upvoted a paper 3 months ago

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

Paper • 2402.15343 • Published Feb 23 • 11

upvoted 2 collections 6 months ago

Information Extraction Datasets

Collection

Collection of datasest for various information extraction tasks. • 3 items • Updated 24 days ago • 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 24 days ago • 8

upvoted a paper 6 months ago

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18 • 138

upvoted 2 collections 6 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 • 87

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 24 days ago • 12