Search Results for "edition"

...Readers also learn parameter-efficient fine-tuning, model editing, and retrieval-augmented generation. The repository includes downloadable textbook chapters, an English edition, diagrams, and collections of relevant academic papers. It serves students, researchers, and developers seeking a systematic understanding of language model development.

PyTorch-Tutorial-2nd is an open-source educational repository that provides structured tutorials for learning deep learning with the PyTorch framework. The project serves as a practical companion to a second edition of a PyTorch learning guide and is designed to help learners understand neural network concepts through hands-on coding examples. The repository covers a wide range of topics including tensor operations, neural network construction, model training workflows, and optimization strategies. It also introduces practical machine learning techniques such as convolutional neural networks, recurrent networks, and other architectures commonly used in modern AI applications. ...