October 2024
Intermediate to advanced
384 pages
13h 7m
English
book
Quick Start Guide to Large Language Models: Strategies and Best Practices for ChatGPT, Embeddings, Fine-Tuning, and Multimodal AI, 2nd Edition
by Sinan Ozdemir
Content preview from Quick Start Guide to Large Language Models: Strategies and Best Practices for ChatGPT, Embeddings, Fine-Tuning, and Multimodal AI, 2nd Edition
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Credits
The following figures are reprinted with permission:
Figure 1.1: Bengio, Y., et al. “A Neural Probabilistic Language Model.” Journal of Machine Learning Research 3 (Feb. 2003): 1137-55. Mikolov, T., et al. “Efficient Estimation of Word Representations in Vector Space.” arXiv preprint arXiv:1301.3781 (2013). Xu, K., et al. “Show, Attend and Tell: Neural Image Caption Generation with Visual Attention.” In International Conference on Machine Learning, pp.2048-57. PMLR (2015). Vaswani, A., et al. “Attention Is All You Need.” Advances in Neural Information Processing Systems 30 (2017).
Figure 1.7, 1.8: Vaswani, A., et al. “Attention Is All You Need.” Advances in Neural Information Processing Systems 30 (2017).
Figure 1.14: Clark, K., et al. ...