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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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Stars
 (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
training time increase epoch by epoch
bughelp wantedperformancerepro neededver: 2.2.x
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

Lightning-AI / pytorch-lightning · #20076 · Jul 12, 2024 · Python · 26,687 stars

2 comments0 reactions0 assignees
Open
[Fabric Lightning] Named barriers
distributedfeaturehelp wanted
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

Lightning-AI / pytorch-lightning · #20027 · Jun 28, 2024 · Python · 26,687 stars

1 comment2 reactions0 assignees