Description

Book Synopsis

Part I Background Knowledge: Chapter 1 Introduction.- Chapter 2 Background.- Chapter 3 Language Model Resources.- Part II Pre-training: Chapter 4 Data Preparation- Chapter 5 Model Architecture.- Chapter 6 Model Pre-training.- Part III Post-Training: Chapter 7 Instruction Tuning.- Chapter 8 Human Alignment.- Part IV Utilization and Evaluation: Chapter 9 Decoding and Deployment.- Chapter10 Prompt Engineering.- Chapter 11 Advanced Reasoning.- Chapter 12 Evaluation.- Chapter 13 Conclusion.

Large Language Model

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    A Hardback by Wayne Xin Zhao

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      Publisher: Springer
      Publication Date: Publication Date: 19/07/2025
      ISBN13: 9789819662586, 978-9819662586
      ISBN10:
      Also in:
      Natural language and machine translation

      Description

      Book Synopsis

      Part I Background Knowledge: Chapter 1 Introduction.- Chapter 2 Background.- Chapter 3 Language Model Resources.- Part II Pre-training: Chapter 4 Data Preparation- Chapter 5 Model Architecture.- Chapter 6 Model Pre-training.- Part III Post-Training: Chapter 7 Instruction Tuning.- Chapter 8 Human Alignment.- Part IV Utilization and Evaluation: Chapter 9 Decoding and Deployment.- Chapter10 Prompt Engineering.- Chapter 11 Advanced Reasoning.- Chapter 12 Evaluation.- Chapter 13 Conclusion.

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