No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
optimum has 2M monthly downloads and 3K GitHub stars. Version 2.2.0 supports Python 3.9.0+, first published in 2021.
It is actively maintained under a permissive license, last released in Jun 2026.
It is built on top of huggingface-hub, numpy and packaging. It is used by 129 tracked packages, including optimum-onnx, optimum-intel and adaptive-classifier.
GitHub topics include onnx, pytorch and inference.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
77
Adoption
80
Community
80
Provenance
0
How the maintenance status was determined
Last commit
17 days ago
Monthly downloads
1,997,401
•
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
1,997,401
Stars
3,430
Stars per 1k downloads
1.72
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
67,936
Month daily avg
66,580
Momentum
+2.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.9.0
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
•
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
27 days ago
Total releases
85
Releases/year
17.7
•
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
275
Monthly downloads
1,997,401
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
74
Issue Burden
75.8
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
41.8%
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
37.7K
Windows
7.1K
macOS
4.3K
Python Versions
3.12
52.8%
25.1K
3.13
14.7%
7.0K
3.10
14.5%
6.9K
3.11
13.2%
6.3K
3.14
4.7%
2.2K
Top Countries
1.
US
37.4K
US
2.
SG
1.3K
SG
3.
DE
1.2K
DE
4.
ID
1.0K
ID
5.
NO
967
NO
6.
PL
815
PL
7.
IN
790
IN
8.
CN
423
CN
9.
JP
406
JP
10.
KR
389
KR
Dependencies
5
- huggingface-hub >=0.8.0
- numpy
- packaging
- torch >=1.11
- transformers >=4.29
54 optional dependencies
- accelerate[doc-build]
- accelerate[dev]
- accelerate[tests]
- black[quality]
- black[dev]
- einops[dev]
- einops[tests]
- evaluate[benchmark]
- hf-xet[tests]
- hf-xet[dev]
- optimum-amd[amd]
- optimum-furiosa[furiosa]
- optimum-graphcore[graphcore]
- optimum-habana[habana]
- optimum-intel[nncf]
- optimum-intel[openvino]
- optimum-intel[ipex]
- optimum-intel[neural-compressor]
- optimum-intel[intel]
- optimum-onnx[onnxruntime]
- optimum-onnx[onnxruntime-gpu]
- optimum-onnx[onnx]
- optimum-quanto[quanto]
- optuna[benchmark]
- parameterized[tests]
- parameterized[dev]
- pillow[dev]
- pillow[tests]
- pytest[dev]
- pytest[tests]
- pytest-xdist[dev]
- pytest-xdist[tests]
- requests[tests]
- requests[dev]
- rjieba[dev]
- rjieba[tests]
- ruff[dev]
- ruff[quality]
- sacremoses[dev]
- sacremoses[tests]
- scikit-learn[tests]
- scikit-learn[benchmark]
- scikit-learn[dev]
- sentencepiece[dev]
- sentencepiece[tests]
- seqeval[benchmark]
- timm[dev]
- timm[tests]
- torchaudio[tests]
- torchaudio[dev]
- torchvision[dev]
- torchvision[benchmark]
- torchvision[tests]
- tqdm[benchmark]
Used By
129
- optimum-onnx
- optimum-intel
- adaptive-classifier
- endoreg-db
- axolotl
- superlocalmemory
- sapiens-transformers
- tensorrt-llm
- airunner
- optimum-habana
- openrlhf
- whisper-live
- optimum-neuron
- optimum-executorch
- llama-index-embeddings-huggingface-optimum
- factory-sdk
- fast-sentence-transformers
- llama-index-embeddings-huggingface-optimum-intel
- mlserver-huggingface
- llama-index-llms-openvino
- raga-llm-eval
- vox-box
- llama-index-embeddings-gaudi
- whisply
- azureml-acft-accelerator
- flouds-model-exporter
- llama-index-postprocessor-openvino-rerank
- vec2text
- airoboros
- furiosa-llm
- clip-api-service
- rk-transformers
- tdstone2
- vespaembed
- llama-cookbook
- geniusrise-vision
- oat-llm
- texteller
- geniusrise-text
- better-transformer
- aivoifu
- nn-gpt
- drugdetector
- llama-index-llms-gaudi
- llama-index-llms-optimum-intel
- exciton
- grizabella
- llama-index-multi-modal-llms-openvino
- winml-cli
- textwiz
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
Apache
First Release
September 14, 2021
Last Release
4 weeks ago
Last Commit
2 weeks ago
Latest Version
2.2.0
Total Releases
85
Contributors
275
Open PRs
13
Archived
No
Author
HuggingFace Inc. Special Ops Team
Python Versions
3
3.9
3.10
3.11
Wheels
py3
Keywords
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh