DeepSeek in Practice : From basics to fine-tuning, distillation, agent design, and prompt engineering of open source LLM
Gain hands-on experience building, fine-tuning, and deploying GenAI applications using DeepSeek. Key Features: Explore DeepSeek's architecture, training data, and reasoning capabilities; Build agents, fine-tune with distillation, and deploy with CI/CD pipelines; Apply DeepSeek to real-world use...
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| 主要な著者: | , , |
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| フォーマット: | Livre numérique |
| 言語: | Anglais |
| 出版事項: |
Birmingham :
Packt Publishing
2025.
Paris : Cyberlibris |
| オンライン･アクセス: | Accès Université d'Orléans et IFPM |
| 注記: |
Couverture. https://static2.cyberlibris.com/books_upload/300pix/9781806020843.jpg Cyberlibris (ScholarVox) corpus Informatique |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • DeepSeek in Practice, From basics to fine-tuning, distillation, agent design, and prompt engineering of open source LLM, Andy Peng, Alex Strick Van Linschoten, Duarte O.Carmo, Birmingham, Packt Publishing, 2025, 1 vol. (478 p.), 978-18-0602-085-0 |
| 要約: | Gain hands-on experience building, fine-tuning, and deploying GenAI applications using DeepSeek. Key Features: Explore DeepSeek's architecture, training data, and reasoning capabilities; Build agents, fine-tune with distillation, and deploy with CI/CD pipelines; Apply DeepSeek to real-world use cases like coding, ideation, and legal analysis. Book Description: Learn how to build, fine-tune, and deploy AI systems using DeepSeek, one of the most influential open-source large language models available today. This book guides you through real-world DeepSeek applications-from understanding its core architecture and training foundations to developing reasoning agents and deploying production-ready systems. Starting with a concise synthesis of DeepSeek's research, breakthroughs, and open-source philosophy, you'll progress to hands-on projects including prompt engineering, workflow design, and rationale distillation. Through detailed case studies-ranging from document understanding to legal clause analysis-you'll see how to use DeepSeek in high-value GenAI scenarios. You'll also learn to build sophisticated agent workflows and prepare data for fine-tuning. By the end of the book, you'll have the skills to integrate DeepSeek into local deployments, cloud CI/CD pipelines, and custom LLMOps environments. Written by experts with deep knowledge of open-source LLMs and deployment ecosystems, this book is your comprehensive guide to DeepSeek's capabilities and implementation. What you will learn: Discover DeepSeek's unique traits in the LLM landscape; Compare DeepSeek's multimodal features with leading models; Consume DeepSeek via the official API, Ollama, and llama.cpp; Use DeepSeek for coding, document understanding, and creative ideation; Integrate DeepSeek with third-party platforms like OpenRouter and Cloudflare; Distill and deploy DeepSeek models into production environmentsIdentify when and where to use DeepSeek; Understand DeepSeek's open philosophy. Who this book is for:AI engineers, developers, and builders working with open-source LLMs who want to integrate DeepSeek into GenAI applications, agent workflows, or deployment pipelines. Readers should have hands-on experience with Python, APIs, and tools like Ollama or llama.cpp, and a solid understanding of machine learning concepts |
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| 記述事項: | Couverture. https://static2.cyberlibris.com/books_upload/300pix/9781806020843.jpg Cyberlibris (ScholarVox) corpus Informatique |
| ISBN: | 9781806020843 |
| アクセス: | L'accès en ligne est réservé aux établissements ou bibliothèques ayant souscrit l'abonnement. Cyberlibris |