Artificial Intelligence And Data Science: Insights, Practices And Applications - Day 6 : 7th June 2024 (FN –Generative AI and ChatGPT)(AN – Hands on workshop) organised by Department of Computer Science & Engineering, Mechanical Engineering, Electronics & Communication Engineering in association with Internal Quality Assurance Cell.
Session 1 - Overview of generative AI: Introduction to Generative AI, Basic Concepts: Generative Models, Discriminative Models, Autoencoders, Variational Autoencoders VAEs, Generative Adversarial Networks GANs
Session 2 - Introduction to LLMs and Prompts: ChatGPT and other open source LLMs like LLaMa, Mistral, Falcon, T5, Building solutions using LLMs, prompt engineering and prompt training, Evaluation Metrics for Language Models (Perplexity, BLEU Score)
Hands-on workshop: Building different applications using LLMs, Ex. Chat with document using open source LLMs.
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