No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
88
Adoption
61
Community
80
Provenance
0
How the maintenance status was determined
Last commit
1 days ago
Monthly downloads
13,516
•
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
13,516
Stars
14,027
Stars per 1k downloads
1037.81
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
484
Month daily avg
451
Momentum
+7.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
<4,>=3.10
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
77 days ago
Total releases
144
Releases/year
53.1
•
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
562
Monthly downloads
13,516
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
92
Issue Burden
43.3
per 1k stars
Discussions
12.8
per 1k stars
Fork Ratio
22.3%
contrib / forks
Stale Release
75d
PR Velocity
Active
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
241
Windows
4
macOS
4
Python Versions
3.12
44.3%
108
3.11
39.8%
97
3.13
9.0%
22
3.10
4.1%
10
3.7
2.9%
7
Top Countries
1.
US
186
US
2.
SG
92
SG
3.
CN
20
CN
4.
DE
5
DE
5.
NL
3
NL
6.
IN
2
IN
7.
KR
2
KR
8.
LT
2
LT
9.
PL
2
PL
10.
DK
1
DK
Dependencies
79
- accelerate >=1.7.0
- aenum
- aiohttp >=3.13.3
- apache-tvm-ffi ==0.1.6
- backoff
- black >=26.3.1
- blake3
- blobfile
- build
- click
- click-option-group
- colored
- cuda-python >=13
- datasets ==3.1.0
- diffusers >=0.27.0
- einops
- etcd-sdk-python ==0.0.7
- evaluate
- fastapi <=0.121.3,>=0.120.1
- flashinfer-python ==0.6.4
- h5py ==3.12.1
- jsonschema
- lark
- llguidance ==0.7.29
- matplotlib
- meson
- mistral-common ==1.8.6
- mpi4py
- mpmath >=1.3.0
- ninja
- numexpr <2.14.0
- numpy <2
- nvidia-cuda-nvrtc
- nvidia-cutlass-dsl ==4.3.4
- nvidia-ml-py >=13
- nvidia-modelopt ~=0.37.0
- nvidia-nccl-cu13 <=2.28.9,>=2.27.7
- nvtx
- omegaconf
- onnx <1.20.0,>=1.18.0
- onnx-graphsurgeon >=0.5.2
- openai
- openai-harmony ==0.0.4
- opencv-python-headless
- optimum
- ordered-set
- pandas
- partial-json-parser
- patchelf
- peft
- pillow
- plotly
- polygraphy
- prometheus-client
- prometheus-fastapi-instrumentator
- protobuf >=6.33.5
- psutil
- pulp
- pydantic >=2.9.1
- pydantic-settings
- pyzmq
- sentencepiece >=0.1.99
- setuptools <80
- soundfile
- starlette >=0.49.1
- strenum
- tensorrt ~=10.14.1
- tiktoken
- torch <=2.10.0a0,>=2.9.1
- torch-c-dlpack-ext ==0.1.3
- torchao <0.16.0,>=0.14.1
- torchvision
- tornado >=6.5.5
- transformers ==4.57.3
- triton ==3.5.1
- urllib3 >=2.6.3
- uvicorn
- wheel >=0.46.2
- xgrammar ==0.1.32
39 optional dependencies
- aiperf[devel]
- bandit[devel]
- cloudpickle[devel]
- docstring-parser[devel]
- einops[devel]
- fuzzywuzzy[devel]
- genai-perf[devel]
- graphviz[devel]
- jieba[devel]
- jsonlines[devel]
- lm-eval[devel]
- mako[devel]
- mypy[devel]
- nanobind[devel]
- opentelemetry-api[devel]
- opentelemetry-exporter-otlp[devel]
- opentelemetry-sdk[devel]
- opentelemetry-semantic-conventions-ai[devel]
- oyaml[devel]
- parameterized[devel]
- pre-commit[devel]
- pybind11[devel]
- pybind11-stubgen[devel]
- pytest[devel]
- pytest-asyncio[devel]
- pytest-cov[devel]
- pytest-csv[devel]
- pytest-env[devel]
- pytest-forked[devel]
- pytest-mock[devel]
- pytest-rerunfailures[devel]
- pytest-split[devel]
- pytest-threadleak[devel]
- pytest-timeout[devel]
- pytest-xdist[devel]
- rouge[devel]
- rouge-score[devel]
- ruff[devel]
- typing-extensions[devel]
Used By
1
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
Apache License 2.0
First Release
October 20, 2023
Last Release
2 months ago
Last Commit
2 days ago
Latest Version
1.2.1
Total Releases
144
Contributors
562
Open PRs
876
Archived
No
Author
NVIDIA Corporation
Python Versions
3.10
3.12
Keywords
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh