Hands-On Design, Development, Hosting, and Open Source Deployment of State-of-the-Art Large Language Models (LLMs)

Synopsis

Authored by Vikram Singh Sankhala, "Hands-On Design, Development, Hosting, and Open Source Deployment of State-of-the-Art Large Language Models (LLMs)" serves as a comprehensive, practical guide demystifying the entire lifecycle of Large Language Models, from initial concept through to open source deployment. This audio book fills a critical gap by moving beyond high-level theory to provide listeners with step-by-step instructions on data collection, model architecture design, implementation using leading frameworks like PyTorch and TensorFlow, advanced training strategies, rigorous evaluation, fine-tuning for specific tasks, and ultimately, hosting and serving LLMs for real-world use. It emphasizes a hands-on approach, equipping developers, researchers, and AI enthusiasts with the actionable knowledge needed to build and scale state-of-the-art LLM solutions.

Hands-On Design, Development, Hosting, and Open Source Deployment of State-of-the-Art Large Language Models (LLMs)

Vikram Singh Sankhala

English

Hands-On Design, Development, Hosting, and Open Source Deployment of State-of-the-Art Large Language Models (LLMs)

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