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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
Aug 14, 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

121 indexed issues

Open
Deepspeed activation Partitioning
docshelp wantedstrategy: deepspeed
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

Lightning-AI / pytorch-lightning · #18732 · Oct 6, 2023 · Python · 26,687 stars

2 comments0 reactions0 assignees
Open
Adopt `typing_extensions.Override`
featuregood first issuehelp wanted
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available

Lightning-AI / pytorch-lightning · #18695 · Oct 3, 2023 · Python · 26,687 stars

25 comments0 reactions1 assignee
Open
W&B `dir` flag doesn't work.
bughelp wantedlogger: wandbver: 2.0.x
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

Lightning-AI / pytorch-lightning · #18601 · Sep 20, 2023 · Python · 26,687 stars

4 comments3 reactions0 assignees
Open
TPU profiler
docshelp wantedprofiler
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

Lightning-AI / pytorch-lightning · #18521 · Sep 11, 2023 · Python · 26,687 stars

2 comments0 reactions0 assignees