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Lightning-AI/pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

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 (26,687 stars)
Forks
 (3,233 forks)
Indexed issues
 (121 indexed issues)
open beginner issues
 (120 open beginner issues)
Latest indexed
Jul 5, 2026
Last GitHub push
Apr 6, 2024
License
Apache License 2.0
Contributing guide
Contributing guide
Code of conduct
Code of conduct
Dominant language
Python
PR merge metrics
 (Avg merge 9d 15h) (3 merged PRs in 30d)
Beginner labels
help wantedgood first issue

Issues

120 open indexed issues

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Open
CI Testing ROCm
cifeaturehelp wanted

Lightning-AI/pytorch-lightning #6,872 opened Apr 7, 2021 · Python · 26,687 stars

Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
3 comments4 reactions0 assignees
Open
support len(datamodule)
data handlingfeaturegood first issuehelp wanted

Lightning-AI/pytorch-lightning #5,965 opened Feb 14, 2021 · Python · 26,687 stars

Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
13 comments0 reactions0 assignees
Open
CLI for inspecting checkpoints
checkpointingdesignfeaturehelp wanted

Lightning-AI/pytorch-lightning #5,551 opened Jan 18, 2021 · Python · 26,687 stars

Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
2 comments7 reactions1 assignee
Open
Load callback states while testing.
checkpointingfeaturehelp wantedpriority: 1trainer: testtrainer: validate

Lightning-AI/pytorch-lightning #5,542 opened Jan 16, 2021 · Python · 26,687 stars

Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
21 comments0 reactions0 assignees
Open
Clarify the model checkpoint arguments
callback: model checkpointhelp wantedrefactor

Lightning-AI/pytorch-lightning #4,335 opened Oct 24, 2020 · Python · 26,687 stars

Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available
16 comments8 reactions0 assignees
Open
Model Verification in Trainer
featurehelp wantedlet's do it!

Lightning-AI/pytorch-lightning #1,237 opened Mar 25, 2020 · Python · 26,687 stars

Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available
19 comments2 reactions1 assignee