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Tiny Aya - Cohere's Mini Multilingual Models

Sam Witteveen via YouTube

Overview

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Explore Cohere's latest multilingual AI models in this 12-minute technical video that provides a comprehensive deep dive into the Tiny Aya model family, specifically designed for multilingual applications at the edge. Learn about the technical specifications and capabilities of these compact yet powerful models that maintain multilingual functionality while being optimized for edge deployment scenarios. Discover how LlaMA 2 tokenizers work within this context and examine the architectural decisions that enable efficient multilingual processing. Analyze the research paper findings that demonstrate the models' performance across different languages and use cases. Follow along with practical implementation examples through a hands-on Colab demonstration that shows how to deploy and utilize these models in real-world scenarios. Access the accompanying blog post, Hugging Face model collections, and interactive notebook to experiment with the models yourself and understand their potential applications in multilingual AI projects requiring efficient, lightweight solutions.

Syllabus

Intro
LlaMA 2 Tokenizers
TinyAya Blog
TinyAya Models
TinyAya Paper
TinyAya in HuggingFace
TinyAya Colab Demo

Taught by

Sam Witteveen

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