BERT-base-italian-xxl-uncased-finetuned-ComunaliRoma Open Source Model

Bert Base Italian Xxl Uncased Finetuned ComunaliRoma

Developed by maxspaziani

This model is a fine-tuned version of the Italian pre-trained model bert-base-italian-xxl-uncased on a specific dataset, suitable for Italian text processing tasks.

Large Language Model

Transformers

Open Source License:MIT #Italian text processing #Fine-tuning of Rome municipal data #BERT architecture optimization

Downloads 23

Release Time : 3/2/2022

Model Overview

This is a BERT model optimized for Italian text, fine-tuned with domain-specific data, and can be used for various Italian natural language processing tasks.

Model Features

Italian language optimization

Fine-tuned based on the Italian pre-trained model, delivering better performance for Italian text processing.

Domain adaptation

Fine-tuned on domain-specific data, improving performance for related tasks.

BERT architecture

Utilizes the classic BERT architecture with strong contextual understanding capabilities.

Model Capabilities

Italian text understanding

Text classification

Named entity recognition

Question answering systems

Use Cases

Government document processing

Rome municipal document analysis

Processing and analyzing documents related to Rome municipal affairs

Natural language processing

Italian text classification

Performing classification tasks on Italian text

Training Loss	Epoch	Step	Validation Loss
2.6717	1.0	1014	2.6913
2.4869	2.0	2028	2.5843
2.3411	3.0	3042	2.5095

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Bert Base Italian Xxl Uncased Finetuned ComunaliRoma

Model Overview

Model Features

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