T5 Base Standard Bahasa Cased
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T5 Base Standard Bahasa Cased
Developed by mesolitica
This is a pre-trained T5 base standard Malay language model, trained through multitasking and supports various natural language processing tasks.
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Release Time : 3/2/2022
Model Overview
This model is based on the Google T5 architecture, specifically optimized and trained for Malay, suitable for tasks such as question answering, summarization, translation, and more.
Model Features
Multitask Pre-training
The model is pre-trained on 10 different tasks, including language masking, title prediction, question answering, translation, etc., providing comprehensive language understanding capabilities.
Malay Optimization
Specifically optimized for Malay, with training data from various sources including Malay news, Wikipedia, parliamentary texts, and more.
Instruction Prefix Support
Supports multiple instruction prefixes, allowing users to directly specify task types such as question answering, summarization, translation, etc.
Model Capabilities
Question Answering
Summarization
Title Generation
Text Paraphrasing
English-Malay Translation
Knowledge Graph Generation
Semantic Similarity Calculation
Use Cases
Content Generation
News Summarization
Automatically generate summaries of news articles
Produces concise and accurate news summaries
Title Generation
Automatically generate titles based on article content
Generates engaging news headlines
Language Translation
English-Malay Translation
Translate between English and Malay
Provides high-quality translation results
Knowledge Extraction
Knowledge Graph Generation
Extract knowledge from text and generate triples
Structures knowledge information from text
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