- [D] On initialization schemes for MLPs: practice and theory https://pytorch.org/docs/stable/generated/torch.nn.Linear.html#torch.nn.Linear 8 comments machinelearning
Linking pages
- Reinforcement Learning (DQN) Tutorial — PyTorch Tutorials 2.3.0+cu121 documentation https://pytorch.org/tutorials/intermediate/reinforcement_q_learning.html 32 comments
- Quickstart — PyTorch Tutorials 1.13.1+cu117 documentation https://pytorch.org/tutorials/beginner/basics/quickstart_tutorial.html 8 comments
- A Gentle Introduction to torch.autograd — PyTorch Tutorials 1.13.1+cu117 documentation https://pytorch.org/tutorials/beginner/blitz/autograd_tutorial.html 6 comments
- Training Transformer models using Distributed Data Parallel and Pipeline Parallelism — PyTorch Tutorials 1.12.1+cu102 documentation https://pytorch.org/tutorials/advanced/ddp_pipeline.html 4 comments
- NLP From Scratch: Classifying Names with a Character-Level RNN — PyTorch Tutorials 2.1.0+cu121 documentation https://pytorch.org/tutorials/intermediate/char_rnn_classification_tutorial.html 4 comments
- Training a Classifier — PyTorch Tutorials 1.13.1+cu117 documentation https://pytorch.org/tutorials/beginner/blitz/cifar10_tutorial.html 3 comments
- Language Modeling with nn.Transformer and TorchText — PyTorch Tutorials 2.0.0+cu117 documentation https://pytorch.org/tutorials/beginner/transformer_tutorial.html 1 comment
- GitHub - AlignmentResearch/tuned-lens: Tools for understanding how transformer predictions are built layer-by-layer https://github.com/AlignmentResearch/tuned-lens 1 comment
- Word Embeddings: Encoding Lexical Semantics — PyTorch Tutorials 2.2.1+cu121 documentation https://pytorch.org/tutorials/beginner/nlp/word_embeddings_tutorial.html 1 comment
- Single-Machine Model Parallel Best Practices — PyTorch Tutorials 2.2.0+cu121 documentation https://pytorch.org/tutorials/intermediate/model_parallel_tutorial.html 1 comment
- How Transformers work in deep learning and NLP: an intuitive introduction | AI Summer https://theaisummer.com/transformer/ 0 comments
- What is torch.nn really? — PyTorch Tutorials 1.13.1+cu117 documentation https://pytorch.org/tutorials/beginner/nn_tutorial.html 0 comments
- Explaining ChatGPT to Anyone in <20 Minutes https://cameronrwolfe.substack.com/p/explaining-chatgpt-to-anyone-in-20 0 comments
- Language Translation with nn.Transformer and torchtext — PyTorch Tutorials 2.2.0+cu121 documentation https://pytorch.org/tutorials/beginner/translation_transformer.html 0 comments
- Decoder-Only Transformers: The Workhorse of Generative LLMs https://cameronrwolfe.substack.com/p/decoder-only-transformers-the-workhorse 0 comments
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