I

It5 Large

Developed by gsarti
IT5 is the first family of sequence-to-sequence Transformer models specifically pretrained at scale for Italian, following the T5 model approach.
Downloads 37
Release Time : 3/2/2022

Model Overview

The IT5 model family consists of sequence-to-sequence Transformer models specifically designed for Italian, suitable for various natural language understanding and generation tasks.

Model Features

Italian-specific pretraining
The first sequence-to-sequence Transformer model specifically pretrained at scale for Italian
Improved T5 architecture
Based on google/t5-v1_1-large with improved configuration, using gated GELU activation function
Large-scale training data
Trained on the cleaned Italian mC4 corpus (approximately 41 billion words)
Multi-framework support
Provides PyTorch, Flax, and TensorFlow versions

Model Capabilities

Italian text understanding
Italian text generation
Sequence-to-sequence task processing

Use Cases

Natural Language Processing
Italian text summarization
Generate concise summaries of Italian texts
Italian machine translation
Supports translation tasks between Italian and other languages
Italian question answering systems
Build Italian question-answering applications
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