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Legal T5 Small Trans Cs En Small Finetuned

Developed by SEBIS
Small T5 model for Czech legal text to English translation, based on 60 million parameter architecture
Downloads 18
Release Time : 3/2/2022

Model Overview

This model is specifically designed for translating legal texts from Czech to English, using a lightweight T5 architecture trained on legal corpora such as JRC-ACQUIS, EUROPARL, and DCEP

Model Features

Legal domain optimization
Fine-tuned specifically for legal text translation, with enhanced capability to handle legal terminology and complex sentence structures
Lightweight architecture
Efficient inference achieved by reducing model dimensions (dmodel=512) and layers (6 layers)
Hybrid training strategy
Combines unsupervised pretraining (masked language modeling) with supervised parallel corpus training

Model Capabilities

Legal text translation
Complex sentence processing
Specialized terminology conversion

Use Cases

Legal document translation
EU legal provisions translation
Accurate translation of EU legal documents from Czech to English
BLEU score 56.936
Legal product description translation
Translation of product compliance texts containing specialized terminology
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