000			01959nam\a2200337\a\4500
001			57894
005			20260708093330.0
008			260708t20252025nyua 001 0 eng d
020			_a9781633437166
040			_aYDX _beng _cYDX _dAZU _dOCLCO _dJRZ _dBD-DhIUB
082	0	4	_a006.3 _223/eng/20240917 _bR223b
100	1		_aRaschka, Sebastian, _eauthor.
245	1	0	_aBuild a large language model (from scratch) / _cSebastian Raschka.
250			_a[First edition].
260			_aNew York: _bManning Publications Co. _c2025
300			_axx, 343 pages : _billustrations ; _c24 cm
490	0		_aFrom scratch
500			_aIncludes index.
505	0		_aUnderstanding large language models -- Working with text data -- Coding attention mechanisms -- Implementing a GPT model from scratch to generate text -- Pretraining on unlabeled data -- Fine-tuning for classification -- Fine-tuning to follow instructions -- Introduction to PyTorch -- References and further reading -- Exercise solutions -- Adding bells and whistles to the training loop -- Parameter-efficient fine-tuning with LoRA.
520			_aBuild a Large Language Model (From Scratch) is a practical and eminently-satisfying hands-on journey into the foundations of generative AI. Without relying on any existing LLM libraries, you'll code a base model, evolve it into a text classifier, and ultimately create a chatbot that can follow your conversational instructions. And you'll really understand it because you built it yourself!
526			_aCSE _bps _lREF
541			_aOmni concept
650		0	_aArtificial intelligence.
650		0	_aNatural language processing (Computer science)
650		6	_aIntelligence artificielle.
650		6	_aTraitement automatique des langues naturelles.
650		7	_aartificial intelligence. _2aat
830		0	_aFrom scratch (Manning Publications)
942			_2ddc _cBK
999			_c57894 _d58068