Mastering Large Language Models: Advanced Techniques, Applications, Cutting-Edge Methods, and Top Llms
Subhash Khandare, Sanket
- 出版商: Bpb Publications
- 出版日期: 2024-03-12
- 售價: $1,600
- 貴賓價: 9.5 折 $1,520
- 語言: 英文
- 頁數: 280
- 裝訂: Quality Paper - also called trade paper
- ISBN: 9355519656
- ISBN-13: 9789355519658
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相關分類:
LangChain
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商品描述
Transform your business landscape with the formidable prowess of large language models (LLMs). The book provides you with practical insights, guiding you through conceiving, designing, and implementing impactful LLM-driven applications. This book explores NLP fundamentals like applications, evolution, components and language models. It teaches data pre-processing, neural networks, and specific architectures like RNNs, CNNs, and transformers. It tackles training challenges, advanced techniques such as GANs, meta-learning, and introduces top LLM models like GPT-3 and BERT. It also covers prompt engineering. Finally, it showcases LLM applications and emphasizes responsible development and deployment.
商品描述(中文翻譯)
透過強大的大型語言模型(LLM),改變您的業務環境。本書提供實用的見解,引導您從構思、設計到實施具有影響力的LLM驅動應用。本書探討了自然語言處理(NLP)的基礎知識,如應用、演進、組件和語言模型。它教授了數據預處理、神經網絡以及RNN、CNN和transformer等特定架構。它解決了訓練挑戰,介紹了像GAN、元學習等高級技術,並介紹了頂尖的LLM模型,如GPT-3和BERT。它還涵蓋了提示工程。最後,它展示了LLM應用並強調負責任的開發和部署。