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144099231
Mastering LLMs and GPUs: A Hands-on Guide to Programming, Optimization, and Deployment
Item #:
144099231
BAM 47
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- Tired of slow AI? Want to build groundbreaking applications powered by language? This book is your key!Mastering LLMs and GPUs: A Hands-on Guide to Programming, Optimization, and Deployment equips you with the practical skills to leverage the revolutionary power of Large Language Models (LLMs) and Graphics Processing Units (GPUs).Inside, you'll discover:The Fundamentals: Demystify LLMs, grasp their architectures, and understand how they leverage massive data to generate human-quality text, translate languages, and answer your questions in an informative way.GPU Powerhouse: Unlock the secrets of GPUs, the processing engines that accelerate LLM training compared to traditional CPUs. Learn how to harness their parallel processing capabilities for lightning-fast results.Become an LLM Programming Pro:Code Like a Master: Dive into the world of LLM programming with essential tools and libraries like CUDA or OpenCL. Write code that effectively unleashes the parallel processing power of GPUs.Optimize for Peak Performance: Master memory management strategies to ensure data is readily available for faster processing. Explore techniques for fine-tuning pre-trained LLMs, specializing them for specific tasks and maximizing their effectiveness.Deploy Your LLM Creations:Real-World Applications: Learn to integrate your trained and optimized LLM into applications or cloud platforms, making it accessible for real-world use cases.Practical Considerations: Gain insights into resource management and performance monitoring techniques to keep your LLM running smoothly.Mastering LLMs and GPUs is your comprehensive guide to building powerful language models. With hands-on exercises, clear explanations, and practical advice, you'll be well on your way to developing groundbreaking AI applications that transform the way we interact with language.
| Publication date | May 20, 2024 |
| Language | English |
| File size | 2.2 MB |
| Screen Reader | Supported |
| Enhanced typesetting | Enabled |
| X-Ray | Not Enabled |
| Word Wise | Not Enabled |
| Print length | 139 pages |
| Page Flip | Enabled |
| Item Weight | 1 lbs (450 grams) |
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Mastering LLMs and GPUs: A Hands-on Guide to Programming, Optimization, and Deployment
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