Foundations of Large Language Models
Fuente:
arXiv
Gespeichert in:
| Hauptverfasser: | , |
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| Format: | Preprint |
| Veröffentlicht: |
2025
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| Schlagworte: | |
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| _version_ | 1866915344889675776 |
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| author | Xiao, Tong Zhu, Jingbo |
| author_facet | Xiao, Tong Zhu, Jingbo |
| contents | This is a book about large language models. As indicated by the title, it primarily focuses on foundational concepts rather than comprehensive coverage of all cutting-edge technologies. The book is structured into five main chapters, each exploring a key area: pre-training, generative models, prompting, alignment, and inference. It is intended for college students, professionals, and practitioners in natural language processing and related fields, and can serve as a reference for anyone interested in large language models. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2501_09223 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Foundations of Large Language Models Xiao, Tong Zhu, Jingbo Computation and Language Artificial Intelligence Machine Learning This is a book about large language models. As indicated by the title, it primarily focuses on foundational concepts rather than comprehensive coverage of all cutting-edge technologies. The book is structured into five main chapters, each exploring a key area: pre-training, generative models, prompting, alignment, and inference. It is intended for college students, professionals, and practitioners in natural language processing and related fields, and can serve as a reference for anyone interested in large language models. |
| title | Foundations of Large Language Models |
| topic | Computation and Language Artificial Intelligence Machine Learning |
| url | https://arxiv.org/abs/2501.09223 |