sam-lora-lib

v0.1.0

PyTorch implementation of low-rank adaptation (LoRA), a parameter-efficient approach to adapt a large pre-trained deep learning model which obtains performance on-par with full fine-tuning. For more information about how to use this package see README

Latest version published 10 months ago
License: MIT

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Package Health Score

70 / 100

Popularity

Small
GitHub Stars
11K
Forks
696
Contributors
20

Direct Usage Popularity


Based on project statistics from the GitHub repository for the PyPI package sam-lora-lib, we found that it has been starred 11,003 times.

Security

No known security issues
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0.1.0 (Latest)

Security and license risk for latest version

Release Date
Mar 1, 2024
Direct Vulnerabilities
  • 0
    C
  • 0
    H
  • 0
    M
  • 0
    L
Indirect Vulnerabilities
  • 0
    C
  • 0
    H
  • 0
    M
  • 0
    L
License Risk
  • 0
    H
  • 0
    M
  • 0
    L
All security vulnerabilities belong to production dependencies of direct and indirect packages.

License
MIT

Security Policy
Yes

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Maintenance

Sustainable

Commit Frequency

Open Issues
69
Open PR
33
Last Release
10 months ago
Last Commit
9 days ago

Further analysis of the maintenance status of sam-lora-lib based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Sustainable.

We found that sam-lora-lib demonstrates a positive version release cadence with at least one new version released in the past 12 months.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Active
Readme
Yes
Contributing.md
No
Code of Conduct
Yes
Contributors
20
Funding
No

With more than 10 contributors for the sam-lora-lib repository, this is possibly a sign for a growing and inviting community.


Embed Package Health Score Badge

package health: 70/100 package health 70/100

Package

Python Versions Compatibility
>=3.6

Age
10 months
Latest Release
10 months ago
Dependencies
N/A
Versions
1
Maintainers
0
Wheels
OS Independent