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LLMs in Production (Final) by Christopher Brousseau (.PDF)

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📮 LLMs in Production (Final) by Christopher Brousseau (.PDF)

Learn how to put Large Language Model-based applications into production safely and efficiently. This practical book offers clear, example-rich explanations of how LLMs work, how you can interact with them, and how to integrate LLMs into your own applications. Find out what makes LLMs so different from traditional software and ML, discover best practices for working with them out of the lab, and dodge common pitfalls with experienced advice. LLMs in Production teaches you how to develop an LLMOps plan that can take an AI app smoothly from design to delivery. You'll learn techniques for preparing an LLM dataset, cost-efficient training hacks like LORA and RLHF, and industry benchmarks for model evaluation. Along the way, you'll put your new skills to use in three exciting example projects: creating and training a custom LLM, building a VSCode AI coding extension, and deploying a small model to a Raspberry Pi. For data scientists and ML engineers who know Python and the basics of cloud deployment.

Book Cover

♻️ Book's Info:

Author

Christopher Brousseau

Size

34.0MB

Category

Non-Fiction > Tech & Devices

File Type

PDF

📥 Download Links:

https://uploda.sh/9ZJmJDg8C8kL

https://devuploads.com/895164iyqmhl

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