The Complete Hands-On Language Models Playbook by Niladri Sen (.ePUB)
File Size: 10 MB
The Complete Hands-On Language Models Playbook: Understanding, Building and Scaling Language Models by Niladri Sen, Sai Dheeraj Gummadi
Requirements: .ePUB reader, 10 MB
Overview: Unlock AI’s Future: Master Language Models from Scratch! Dive into the world of Language Models (SLMs/LLMs) with “The Complete Hands-On LLM Playbook”, the ultimate guide crafted for learners eager to grasp AI fundamentals and supercharge their projects. Whether you’re new to coding or tackling advanced coursework, this book demystifies complex concepts like transformers, attention mechanisms, and model scaling with implementations using Python. Start with crystal-clear breakdowns of Language models evolution—from early NLP to cutting-edge architectures like BERT, GPT, Llama, and T5. No prior experience? No problem. Visual diagrams, real-world analogies, and step-by-step Python setups (using Hugging Face, PyTorch) get you coding instantly. Explore tokenizers, embeddings, encoders, decoders, and self-attention through intuitive “hands-on” sections that build your intuition without overwhelming math.
Genre: Non-Fiction > Tech & Devices
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