GitHub

Lightning-AI/pytorch-lightning

 4k forks
 30k stars

Description

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

Homepage

https://github.com/lightning-ai/pytorch-lightning

Project metadata as of .

Related Packages

3

A related package is a package that declares this repository in its metadata. The list of packages is ordered by package names alphabetically.

SystemPackage
PyPIlightning
PyPIlightning-fabric
PyPIpytorch-lightning
Show 10 per page

OpenSSF scorecard

The Open Source Security Foundation is a cross-industry collaboration to improve the security of open source software (OSS). The Scorecard provides security health metrics for open source projects.

View information about checks and how to fix failures.

Score
5.1/10
Scorecard as of .
Maintained
10/10
Determines if the project is "actively maintained".
Reasoning
30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
Security-Policy
6/10
Determines if the project has published a security policy.
Reasoning
security policy file detected
Code-Review
10/10
Determines if the project requires human code review before pull requests (aka merge requests) are merged.
Reasoning
all changesets reviewed
CII-Best-Practices
0/10
Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.
Reasoning
no effort to earn an OpenSSF best practices badge detected
Dangerous-Workflow
10/10
Determines if the project's GitHub Action workflows avoid dangerous patterns.
Reasoning
no dangerous workflow patterns detected
Binary-Artifacts
10/10
Determines if the project has generated executable (binary) artifacts in the source repository.
Reasoning
no binaries found in the repo
Token-Permissions
0/10
Determines if the project's workflows follow the principle of least privilege.
Reasoning
detected GitHub workflow tokens with excessive permissions
License
10/10
Determines if the project has defined a license.
Reasoning
license file detected
Fuzzing
0/10
Determines if the project uses fuzzing.
Reasoning
project is not fuzzed
Signed-Releases
0/10
Determines if the project cryptographically signs release artifacts.
Reasoning
Project has not signed or included provenance with any releases.
Pinned-Dependencies
0/10
Determines if the project has declared and pinned the dependencies of its build process.
Reasoning
dependency not pinned by hash detected -- score normalized to 0
Packaging
10/10
Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.
Reasoning
packaging workflow detected
Vulnerabilities
0/10
Determines if the project has open, known unfixed vulnerabilities.
Reasoning
15 existing vulnerabilities detected
SAST
0/10
Determines if the project uses static code analysis.
Reasoning
SAST tool is not run on all commits -- score normalized to 0