- [P] Weighted loss function (Pytorch's CrossEntropyLoss) to solve imbalanced data classification for Multi-class Multi-output problem https://pytorch.org/docs/stable/generated/torch.nn.CrossEntropyLoss.html 4 comments machinelearning
Linking pages
- Deep Neural Nets: 33 years ago and 33 years from now https://karpathy.github.io/2022/03/14/lecun1989 180 comments
- GitHub - linkedin/Liger-Kernel: Efficient Triton Kernels for LLM Training https://github.com/linkedin/Liger-Kernel 19 comments
- Quickstart — PyTorch Tutorials 1.13.1+cu117 documentation https://pytorch.org/tutorials/beginner/basics/quickstart_tutorial.html 8 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
- Training a Classifier — PyTorch Tutorials 1.13.1+cu117 documentation https://pytorch.org/tutorials/beginner/blitz/cifar10_tutorial.html 3 comments
- A detailed guide to PyTorch’s nn.Transformer() module. | by Daniel Melchor | Towards Data Science https://towardsdatascience.com/a-detailed-guide-to-pytorchs-nn-transformer-module-c80afbc9ffb1 1 comment
- Language Modeling with nn.Transformer and TorchText — PyTorch Tutorials 2.0.0+cu117 documentation https://pytorch.org/tutorials/beginner/transformer_tutorial.html 1 comment
- Fine Tuning GPT2 for Grammar Correction | DeepSchool https://sachinruk.github.io/blog/deep-learning/2022/09/25/grammar-correction-via-gpt2.html 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
- Apple’s Solution to Translating Gendered Languages - Unite.AI https://www.unite.ai/apples-solution-to-translating-gendered-languages/ 0 comments
Linked pages
- PyTorch http://pytorch.org/ 100 comments
- Built-in Functions — Python 3.12.2 documentation https://docs.python.org/3/library/functions.html#input 85 comments
- Built-in Types — Python 3.12.2 documentation https://docs.python.org/3/library/stdtypes.html#boolean-operations-and-or-not 45 comments
- Welcome — Sphinx documentation http://sphinx-doc.org/ 4 comments
- [1512.00567] Rethinking the Inception Architecture for Computer Vision http://arxiv.org/abs/1512.00567 1 comment
- Home | Read the Docs https://readthedocs.org/ 0 comments
- Cookie-Richtlinie von Meta https://www.facebook.com/policies/cookies/ 0 comments
- Issues · pytorch/pytorch · GitHub https://github.com/pytorch/pytorch/issues 0 comments
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