Sonia_model Open-source Pretrained Language Model - Freely Use Self-supervised Learning to Realize Various Text Applications

Sonia Model

Developed by soniakris

Pre-trained language model based on Transformer architecture, using MASK tokens for self-supervised learning

Downloads 18

Release Time : 3/2/2022

Model Overview

This model learns contextual representations by predicting masked tokens, suitable for various natural language processing tasks

Bidirectional context understanding

Captures bidirectional contextual information through Transformer architecture

Transfer learning friendly

Pre-trained model can be fine-tuned for downstream NLP tasks

Dynamic masking strategy

Dynamically generates mask positions during training to enhance model robustness

Text embedding generation

Word prediction

Semantic similarity calculation

Text classification

Named entity recognition

Text understanding

Intelligent cloze test

Predict missing words in text

Achieves human-level cloze accuracy

Information extraction

Document keyword extraction

Identify key entities and concepts in documents

Featured Recommended AI Models

Empowering the Future, Your AI Solution Knowledge Base