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Research Project Template (preview)
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Research Project Template (preview)
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Intro
Features 🔥
Features 🔥
Magic Config Schemas
Jax and Torch support with Lightning ⚡
Launching Jobs on Remote Clusters
Thorough automated testing on SLURM clusters
Developing inside a container (advanced)
Examples 🧪
Examples 🧪
Image Classification (⚡)
Image Classification (jax+⚡)
Text Classification (🤗+⚡)
Fine-tuning an LLM (🤗+⚡)
Reinforcement Learning (jax)
Running sweeps
Profiling your code📎
Reference 🤓
Reference 🤓
Project
Project
Conftest
Experiment
Main
Main test
Algorithms
Algorithms
Image classifier
Image classifier test
Jax image classifier
Jax image classifier test
Jax ppo
Jax ppo test
Llm finetuning
Llm finetuning test
No op
Text classifier
Text classifier test
Callbacks
Callbacks
Classification metrics
Samples per second
Testsuites
Testsuites
Datamodule tests
Lightning module tests
Configs
Configs
Config
Config test
Datamodules
Datamodules
Vision
Vision test
Image classification
Image classification
Cifar10
Cifar10 test
Fashion mnist
Fashion mnist test
Image classification
Image classification test
Imagenet
Imagenet test
Inaturalist
Inaturalist test
Mnist
Mnist test
Text
Text
Text classification
Text classification test
Networks
Networks
Fcnet
Trainers
Trainers
Jax trainer
Utils
Utils
Env vars
Hydra utils
Remote launcher plugin
Remote launcher plugin test
Testutils
Utils
Typing utils
Typing utils
Jax typing utils
Protocols
Learning Resources
Getting Help
Contributing
Trainers
Trainers: Responsible for running the training loop.