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Self-Supervised Learning - PyTorch Lightning
This bolts module houses a collection of all self-supervised learning models.
self-supervised-learning pytorch pytorch-lightning code
Custom Classifier on Top of Bert-like Language Model
Take pre-trained language model and build custom classifier on top of it.
bert language-modeling pytorch pytorch-lightning
PyTorch Lightning
The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate.
pytorch pytorch-lightning template library
RoBERTa meets TPUs
Understanding and applying the RoBERTa model to the current challenge.
roberta transformers tpu huggingface
Continuous Integration on TPUs with PyTorch Lightning
In preparation for our upcoming V1, we have taken a major step in our support for training on TPUs.
pytorch-lightning ci-cd tpu article
A Framework For Contrastive Self-Supervised Learning
A conceptual framework for characterizing contrastive self-supervised learning approaches.
self-supervised-learning contrastive-learning contrastive-loss pytorch
PyTorch Lightning 101 video series
PyTorch Lightning Masterclass from basic PyTorch to advanced Lightnig models
pytorch pytorch-lightning deep-learning machine-learning
SimCLR with PyTorch Lightning
A lightweight implementation of SimCLR with PyTorch Lightning. Will be used as the start point for modifications on top of SimCLR to experiment.
simclr pytorch-lightning pytorch unsupervised-learning
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