Designing Large Language Model Applications A Holistic Approach To LLMs True Retail EPUB

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Designing Large Language Model Applications A Holistic Approach To LLMs True Retail EPUB (Suhas Pai) (2024) English

Large language models (LLMs) have proven themselves to be powerful tools for solving a wide range of tasks, and enterprises have taken note. But transitioning from demos and prototypes to full-fledged applications can be difficult. This book helps close that gap, providing the tools, techniques, and playbooks that practitioners need to build useful products that incorporate the power of language models.
Experienced ML researcher Suhas Pai offers practical advice on harnessing LLMs for your use cases and dealing with commonly observed failure modes. You'll take a comprehensive deep dive into the ingredients that make up a language model, explore various techniques for customizing them such as fine-tuning, learn about application paradigms like RAG (retrieval-augmented generation) and agents, and more.
✔Understand how to prepare datasets for training and fine-tuning
✔Develop an intuition about the Transformer architecture and its variants
✔Adapt...

Contents of Download:
Designing Large Language Model Applications Suhas Pai.epub (Suhas Pai) (2024) (6.29 MB)

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️ Designing Large Language Model Applications A Holistic Approach To LLMs True Retail EPUB (6.29 MB)
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RapidGator Link(s)

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