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Merge branch 'master' into hpu_fsdp_support
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jyothisambolu committed Mar 27, 2024
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16 changes: 8 additions & 8 deletions docs/source-fabric/examples/index.rst
Expand Up @@ -12,62 +12,62 @@ Examples
:description: Train an image classifier on the MNIST dataset
:button_link: https://github.com/Lightning-AI/lightning/blob/master/examples/fabric/image_classifier
:col_css: col-md-4
:height: 150
:height: 200
:tag: basic

.. displayitem::
:header: Transformer Language Model
:description: A simple language model that learns to predict the next word in a sentence
:button_link: https://github.com/Lightning-AI/lightning/blob/master/examples/fabric/language_model
:col_css: col-md-4
:height: 150
:height: 200
:tag: basic

.. displayitem::
:header: GAN
:description: Train a GAN that generates realistic human faces
:button_link: https://github.com/Lightning-AI/lightning/blob/master/examples/fabric/dcgan
:col_css: col-md-4
:height: 150
:height: 200
:tag: intermediate

.. displayitem::
:header: Meta-Learning
:description: Distributed training with the MAML algorithm on the Omniglot and MiniImagenet datasets
:button_link: https://github.com/Lightning-AI/lightning/blob/master/examples/fabric/meta_learning
:col_css: col-md-4
:height: 150
:height: 200
:tag: intermediate

.. displayitem::
:header: Large Language Models
:description: Pretrain a large language model (LLM)
:button_link: https://github.com/Lightning-AI/litgpt/blob/main/tutorials/pretrain_tinyllama.md
:col_css: col-md-4
:height: 150
:height: 200
:tag: advanced

.. displayitem::
:header: Reinforcement Learning
:description: Implementation of the Proximal Policy Optimization (PPO) algorithm with multi-GPU support
:button_link: https://github.com/Lightning-AI/lightning/blob/master/examples/fabric/reinforcement_learning
:col_css: col-md-4
:height: 150
:height: 200
:tag: intermediate

.. displayitem::
:header: K-Fold Cross Validation
:description: Cross validation helps you estimate the generalization error of a model and select the best one.
:button_link: https://github.com/Lightning-AI/lightning/tree/master/examples/fabric/kfold_cv
:col_css: col-md-4
:height: 150
:height: 200
:tag: intermediate

.. displayitem::
:header: Active Learning
:description: Coming soon
:col_css: col-md-4
:height: 150
:height: 200
:tag: intermediate


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