Monthly downloads
30.1K
Weekly downloads
5.6K
GitHub stars
-
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
Not specified
Licence
Unknown
Last Release
2 weeks ago
Author
OpenMMLab
First Release
June 30, 2023
Total Releases
70
Python Versions
3.10
3.11
3.12
3.13
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
Score based on PyPI data only - no linked source repository
N/A
Health Score
Not available
requires GitHub data
How the maintenance status was determined
Last release
18 days ago
Monthly downloads
30,054
•
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
30,054
Stars
Unknown
Stars per 1k downloads
—
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
No star data — can't compute stars-to-downloads ratio.
How download momentum is calculated
Week daily avg
795
Month daily avg
1,002
Momentum
-20.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
Not specified
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
Legacy
Supports 3.10 or older (or Python 2)
•
Unknown
No requires_python specified or unparseable
Package does not declare a minimum Python version.
License categories
License
Not specified
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
Package does not declare a license.
How the release cadence was determined
Last release
18 days ago
Total releases
70
Releases/year
21.2
•
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
Unknown
Monthly downloads
30,054
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
Contributor count is missing — this usually indicates the package has no linked GitHub repository.
Engagement
0
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
-
contrib / forks
Stale Release
No
PR Velocity
-
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
268
Windows
91
Python Versions
3.12
51.9%
182
3.10
27.1%
95
3.13
10.3%
36
3.11
8.5%
30
3.14
2.3%
8
Top Countries
1.
US
565
US
2.
SG
69
SG
3.
CN
64
CN
4.
JP
14
JP
5.
HK
11
HK
6.
IN
10
IN
7.
CA
6
CA
8.
TW
5
TW
9.
VN
5
VN
10.
BE
4
BE
Weekly Downloads
GitHub Stars
Dependencies
34
- accelerate >=0.29.3
- aiohttp
-
apache-tvm-ffi
==0.1.11
sys_platform == "linux" and "aarch64" not in platform_machine and "arm" not in platform_machine
- cloudpickle
- einops
- fastapi
- fire
- flash-linear-attention >=0.4.2
- mmengine-lite
- numpy
- openai >=2.45.0
- openai-harmony
- opencv-python-headless
- partial-json-parser
- peft <=0.14.0
- pillow
- prometheus-client
- protobuf
- pybase64
- pydantic >2.0.0
- pyzmq
- ray
- rdkit
- safetensors
- sentencepiece
- shortuuid
- tiktoken
-
tilelang
==0.1.11
sys_platform == "linux" and "aarch64" not in platform_machine and "arm" not in platform_machine
- torch <=2.12.1,>=2.0.0
- torchvision <=0.27.1,>=0.15.0
- transformers !=5.0.*,!=5.1.*,!=5.2.*,!=5.3.*,!=5.4.*,!=5.5.0,!=5.7.*,!=5.8.*,!=5.9.*,>=4.56.0
-
triton
<=3.7.1,>=3.4.0
sys_platform == "linux" and "aarch64" not in platform_machine and "arm" not in platform_machine
- uvicorn
- xgrammar !=0.2.5.post1,>=0.2.0
47 optional dependencies
-
accelerate>=0.29.3[all]extra == "all"
-
accelerate[lite]extra == "lite"
-
aiohttp[serve]extra == "serve"
-
aiohttp[all]extra == "all"
-
apache-tvm-ffi==0.1.11[all](sys_platform == "linux" and "aarch64" not in platform_machine and "arm" not in platform_machine) and extra == "all"
-
cloudpickle[all]extra == "all"
-
cmake-build-extension[all]extra == "all"
-
datasets[all]extra == "all"
-
datasets[lite]extra == "lite"
-
einops[all]extra == "all"
-
fastapi[all]extra == "all"
-
fire[all]extra == "all"
-
flash-linear-attention>=0.4.2[all]extra == "all"
-
mmengine-lite[all]extra == "all"
-
numpy[all]extra == "all"
-
openai>=2.45.0[all]extra == "all"
-
openai-harmony[all]extra == "all"
-
opencv-python-headless[all]extra == "all"
-
partial-json-parser[all]extra == "all"
-
peft<=0.14.0[all]extra == "all"
-
pillow[all]extra == "all"
-
prometheus-client[serve]extra == "serve"
-
prometheus-client[all]extra == "all"
-
protobuf[serve]extra == "serve"
-
protobuf[all]extra == "all"
-
pybase64[all]extra == "all"
-
pybind11>=2.13.6[all]extra == "all"
-
pydantic>2.0.0[all]extra == "all"
-
pyzmq[all]extra == "all"
-
ray[all]extra == "all"
-
rdkit[all]extra == "all"
-
safetensors[all]extra == "all"
-
sentencepiece[all]extra == "all"
-
setuptools[all]extra == "all"
-
shortuuid[all]extra == "all"
-
tiktoken[all]extra == "all"
-
tilelang==0.1.11[all](sys_platform == "linux" and "aarch64" not in platform_machine and "arm" not in platform_machine) and extra == "all"
-
timm!=1.0.23[serve]extra == "serve"
-
timm!=1.0.23[all]extra == "all"
-
torch<=2.12.1,>=2.0.0[all]extra == "all"
-
torchvision<=0.27.1,>=0.15.0[all]extra == "all"
-
transformers!=5.0.*,!=5.1.*,!=5.2.*,!=5.3.*,!=5.4.*,!=5.5.0,!=5.7.*,!=5.8.*,!=5.9.*,>=4.56.0[all]extra == "all"
-
transformers-stream-generator[all]extra == "all"
-
transformers-stream-generator[lite]extra == "lite"
-
triton<=3.7.1,>=3.4.0[all](sys_platform == "linux" and "aarch64" not in platform_machine and "arm" not in platform_machine) and extra == "all"
-
uvicorn[all]extra == "all"
-
xgrammar!=0.2.5.post1,>=0.2.0[all]extra == "all"
Used By
1
- mdify 189/mo
Repository details
Forks
-
Issues
-
Last Commit
-
Contributors
-
Open PRs
-
Archived
-
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh