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Sabia 7b

Developed by maritaca-ai
Sabiá-7B is a Portuguese large language model developed by Maritaca AI, based on the LLaMA-1-7B architecture and specifically optimized for Portuguese language.
Downloads 1,326
Release Time : 11/8/2023

Model Overview

Sabiá-7B is an autoregressive language model primarily used for Portuguese text generation tasks. It is based on the LLaMA-1-7B architecture and has undergone additional training on the ClueWeb22 Portuguese subset.

Model Features

Portuguese language optimization
Specifically pre-trained and optimized for Portuguese, outperforming the original LLaMA model on Portuguese language tasks
Based on LLaMA architecture
Utilizes the proven LLaMA-1-7B architecture, ensuring model stability and performance
Long text processing
Supports sequences up to 2048 tokens, suitable for processing longer text content

Model Capabilities

Portuguese text generation
Few-shot learning
Language modeling

Use Cases

Education
ENEM exam assistance
Used for answering questions related to Brazil's National High School Exam (ENEM)
Achieved 55.07% accuracy on the ENEM Challenge dataset
Research
Portuguese NLP research
Serves as a benchmark model for Portuguese natural language processing research
Achieved an NPM score of 48.5 on the Poeta benchmark, outperforming the original LLaMA-1-7B's 33.0
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