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Bloom

Developed by bigscience
BLOOM is a large-scale multilingual generative model supporting 46 natural languages and 13 programming languages, developed by the international research organization BigScience
Downloads 3,917
Release Time : 5/19/2022

Model Overview

An autoregressive large language model trained with industrial-scale computing resources, capable of generating coherent text and performing tasks not explicitly trained for

Model Features

Extensive multilingual support
Covers 46 natural languages and 13 programming languages, including many under-resourced languages
Open collaborative development
Developed collaboratively by over 1,000 researchers worldwide using open science principles
Efficient positional encoding
Utilizes ALiBI positional encoding technology supporting context windows up to 2048 tokens
Low-carbon training
Trained using nuclear-powered French supercomputing center with waste heat used for campus heating

Model Capabilities

Multilingual text generation
Programming code generation
Zero-shot task transfer
Cross-lingual knowledge transfer

Use Cases

Education
Language learning assistance
Generates example sentences and practice materials in different languages
Supports grammar and vocabulary learning in 46 languages
Research
Low-resource language studies
Provides linguists with generation and analysis tools for low-resource languages
Supports text generation for extremely low-resource languages like Bambara
Development
Code assistance generation
Generates code snippets in multiple programming languages based on comments
Supports code completion for 13 mainstream programming languages
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