000 | 01231nam a22003617a 4500 | ||
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003 | IIITD | ||
005 | 20250314020003.0 | ||
008 | 250212b |||||||| |||| 00| 0 eng d | ||
020 | _a9789363864740 | ||
040 | _aIIITD | ||
082 |
_a006.3 _bCHA-I |
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100 | _aChakraborty, Tanmoy | ||
245 |
_aIntroduction to large language models : _bgenerative AI for text _cby Tanmoy Chakraborty |
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260 |
_aNew Delhi : _bWiley, _c©2025 |
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300 |
_axxi, 461 p. ; _c24 cm. |
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500 | _aIncluded Index | ||
505 | _t1. Introduction | ||
505 | _t2. An overview of natural language processing and neural networks | ||
505 | _t3. Word embedding | ||
505 | _t4. Statistical language model | ||
505 | _t5. Neural language models | ||
505 | _t6. Transformers | ||
505 | _t7. Language model pertaining | ||
505 | _t8. Fine-tuning and alignment of LLMs | ||
505 | _t9. Prompting Strategies in LLMs | ||
505 | _t10. Efficient methods for fine-tuning LLMs | ||
505 | _t11. Augmented large language models | ||
505 | _t12. Multilingual and multimodal LLMs | ||
505 | _t13. Responsible LLMs | ||
505 | _t14. Advanced topics in large language models | ||
505 | _t15. LLMs in Action | ||
942 |
_cBK _2ddc _02 |
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999 |
_c189872 _d189872 |