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History of Language Models: Evolution, Frameworks, and Deployment

Offered By: DevConf via YouTube

Tags

Language Models Courses Artificial Intelligence Courses Machine Learning Courses Neural Networks Courses PyTorch Courses Transfer Learning Courses LangChain Courses Transformers Courses Hugging Face Courses

Course Description

Overview

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Explore the evolution of language models in this 31-minute conference talk from DevConf.CZ 2024. Gain insights into the history and significance of language models, from early statistical and rule-based systems to the revolutionary transformer-based architectures. Discover key milestones in Natural Language Processing, including the emergence of neural networks and the impact of large-scale pretraining and transfer learning. Learn about influential open-source projects like PyTorch, Hugging Face, and LangChain that have democratized access to language model technology. Examine real-life examples and key ecosystems for developing and deploying applications with large language models. Speaker Shrey Anand provides a comprehensive overview of the field, offering valuable knowledge for both beginners and experienced practitioners in the realm of language models.

Syllabus

History of language models: Evolution, Frameworks, Deployment - DevConf.CZ 2024


Taught by

DevConf

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