PyPI Stats
modelscope

mcore-bridge

MCore-Bridge: Providing Megatron-Core model definitions for state-of-the-art large models and making Megatron training as simple as Transformers.
PyPI GitHub
Downloads
Day
715
Week
2.5K
Month
13.0K
Stars
55
Forks
11
Issues
3
Version
1.2.3

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
35
Adoption
41
Community
50
How the maintenance status was determined
Last commit
6 days ago
Monthly downloads
13,025
• 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
13,025
Stars
55
Stars per 1k downloads
4.22
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
357
Month daily avg
434
Momentum
-17.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.8.0
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
License categories
License
Apache License 2.0
• 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
1 days ago
Total releases
8
Releases/year
78.9
• 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
11
Monthly downloads
13,025
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
50
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
100.0%
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 167

Python Versions

3.12
95.2% 159
3.11
2.4% 4
3.10
1.2% 2
3.9
1.2% 2

Top Countries

1. AU AU
114
2. KR KR
34
3. CN CN
18
4. US US
9
5. JP JP
4
6. SG SG
4
7. CA CA
1

Dependencies

6

Used By

0
Not used by any tracked packages

Package Information

License
Apache License 2.0
First Release
March 30, 2026
Last Release
Yesterday
Last Commit
6 days ago
Latest Version
1.2.3
Total Releases
8
Contributors
11
Open PRs
3
Archived
No
Author
ModelScope teams
Python Versions
3 3.8 3.9 3.10 3.11 3.12
Wheels
py3
Keywords
transformers LLM lora megatron peft
Topics
deepseek-r1 glm-5 gpt-oss llama4 megatron minimax ms-swift peft qwen3-5 qwen3-omni qwen3-vl transformers llm lora
Tracking Since
April 5, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links