PyPI Stats
Tongjilibo

bert4torch

An elegent pytorch implement of transformers
PyPI GitHub
Downloads
Day
443
Week
898
Month
1.6K
Stars
1.3K
Forks
168
Issues
3
Version
0.6.1

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
66
Adoption
32
Community
10
How the maintenance status was determined
Last commit
74 days ago
Monthly downloads
1,627
Active
Activity within 30 days
• Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
1,627
Stars
1,335
Stars per 1k downloads
820.53
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
• Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
128
Month daily avg
54
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
Not specified
Cutting Edge
Minimum supported version is 3.12 or newer
Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
• Unknown
No requires_python specified or unparseable
Package does not declare a minimum Python version.
License categories
License
MIT Licence
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
112 days ago
Total releases
57
Releases/year
13.7
• Rapid
Last release within 365 days and > 12 releases/year
Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
4
Monthly downloads
1,627
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
29
 
Issue Burden
2.2
per 1k stars
Discussions
1.5
per 1k stars
Fork Ratio
2.4%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 3

Python Versions

3.10
66.7% 2
3.11
33.3% 1

Top Countries

1. US US
10
2. CN CN
1

Dependencies

5
5 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
MIT Licence
First Release
March 14, 2022
Last Release
3 months ago
Last Commit
2 months ago
Latest Version
0.6.1
Total Releases
57
Contributors
4
Open PRs
0
Archived
No
Author
Tongjilibo
Topics
bert nlp pytorch bert4keras named-entity-recognition relation-extraction seq2seq text-classification transformers bert4torch belle chatglm llama llm large-language-models
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links