Monthly downloads
1.1M
Weekly downloads
266.2K
GitHub stars
43.2K
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
Not specified
Licence
Apache Software License 2.0
Last Release
1 month ago
Author
DeepSpeed Team
First Release
October 22, 2020
Total Releases
133
Python Versions
3.8
3.9
3.10
3.11
3.12
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 breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
94
Adoption
80
Community
80
Provenance
0
How the maintenance status was determined
Last commit
6 days ago
Monthly downloads
1,109,660
•
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
1,109,660
Stars
43,217
Stars per 1k downloads
38.95
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
38,035
Month daily avg
36,989
Momentum
+2.8%
((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
Apache Software 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
29 days ago
Total releases
133
Releases/year
22.2
•
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
547
Monthly downloads
1,109,660
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
86
Issue Burden
27.8
per 1k stars
Discussions
6.2
per 1k stars
Fork Ratio
10.9%
contrib / forks
Stale Release
No
PR Velocity
Active
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
30.8K
Windows
360
macOS
190
Python Versions
3.12
52.3%
15.9K
3.11
21.7%
6.6K
3.10
19.8%
6.0K
3.14
3.8%
1.2K
3.13
2.4%
737
Top Countries
1.
US
24.2K
US
2.
MY
2.7K
MY
3.
SG
1.1K
SG
4.
JP
504
JP
5.
CN
469
CN
6.
CA
298
CA
7.
KR
231
KR
8.
NL
230
NL
9.
IE
226
IE
10.
GB
212
GB
Weekly Downloads
GitHub Stars
Dependencies
11
- einops
- hjson
- msgpack
- ninja
- numpy
- packaging >=20.0
- psutil
- py-cpuinfo
- pydantic >=2.0.0
- torch >=2.0.0
- tqdm
91 optional dependencies
-
accelerate[all]extra == "all"
-
accelerate[dev]extra == "dev"
-
autodoc-pydantic>=2.0.0[all]extra == "all"
-
autodoc-pydantic>=2.0.0[readthedocs]extra == "readthedocs"
-
clang-format==18.1.3[all]extra == "all"
-
clang-format==18.1.3[dev]extra == "dev"
-
comet-ml>=3.41.0[all]extra == "all"
-
comet-ml>=3.41.0[dev]extra == "dev"
-
deepspeed-kernels[all]sys_platform == "linux" and extra == "all"
-
deepspeed-kernels[dev]sys_platform == "linux" and extra == "dev"
-
diffusers>=0.25.0[sd]extra == "sd"
-
diffusers>=0.25.0[all]extra == "all"
-
docutils<0.18[readthedocs]extra == "readthedocs"
-
docutils<0.18[dev]extra == "dev"
-
docutils<0.18[all]extra == "all"
-
future[dev]extra == "dev"
-
future[all]extra == "all"
-
google[all]extra == "all"
-
google[inf]extra == "inf"
-
hjson[all]extra == "all"
-
hjson[readthedocs]extra == "readthedocs"
-
hjson[autotuning-ml]extra == "autotuning-ml"
-
importlib-metadata>=4[dev]extra == "dev"
-
importlib-metadata>=4[all]extra == "all"
-
lm-eval==0.3.0[all]extra == "all"
-
lm-eval==0.3.0[inf]extra == "inf"
-
mpi4py[all]extra == "all"
-
mpi4py[1bit-mpi]extra == "1bit-mpi"
-
mup[dev]extra == "dev"
-
mup[all]extra == "all"
-
neural-compressor==2.1.0[all]extra == "all"
-
neural-compressor==2.1.0[sparse]extra == "sparse"
-
packaging[all]extra == "all"
-
packaging[readthedocs]extra == "readthedocs"
-
pre-commit>=3.2.0[all]extra == "all"
-
pre-commit>=3.2.0[dev]extra == "dev"
-
protobuf[inf]extra == "inf"
-
protobuf[all]extra == "all"
-
psutil[readthedocs]extra == "readthedocs"
-
psutil[all]extra == "all"
-
py-cpuinfo[all]extra == "all"
-
py-cpuinfo[readthedocs]extra == "readthedocs"
-
pydantic>=2.0.0[readthedocs]extra == "readthedocs"
-
pydantic>=2.0.0[all]extra == "all"
-
pytest<8.4.0,>=7.2.0[dev]extra == "dev"
-
pytest<8.4.0,>=7.2.0[all]extra == "all"
-
pytest-forked[dev]extra == "dev"
-
pytest-forked[all]extra == "all"
-
pytest-randomly[all]extra == "all"
-
pytest-randomly[dev]extra == "dev"
-
pytest-xdist[all]extra == "all"
-
pytest-xdist[dev]extra == "dev"
-
qtorch[inf]extra == "inf"
-
qtorch[all]extra == "all"
-
qtorch==0.3.0[dev]extra == "dev"
-
recommonmark[readthedocs]extra == "readthedocs"
-
recommonmark[dev]extra == "dev"
-
recommonmark[all]extra == "all"
-
safetensors[inf]extra == "inf"
-
safetensors[all]extra == "all"
-
scipy[all]extra == "all"
-
scipy[deepcompile]extra == "deepcompile"
-
sentencepiece[inf]extra == "inf"
-
sentencepiece[all]extra == "all"
-
sphinx[dev]extra == "dev"
-
sphinx[all]extra == "all"
-
sphinx-rtd-theme[dev]extra == "dev"
-
sphinx-rtd-theme[all]extra == "all"
-
sphinx-rtd-theme[readthedocs]extra == "readthedocs"
-
tabulate[all]extra == "all"
-
tabulate[autotuning]extra == "autotuning"
-
tabulate[autotuning-ml]extra == "autotuning-ml"
-
tensorboard[dev]extra == "dev"
-
tensorboard[all]extra == "all"
-
torch>=2.0.0[all]extra == "all"
-
torch>=2.0.0[readthedocs]extra == "readthedocs"
-
torchembed>=0.3.1[torchembed]extra == "torchembed"
-
torchembed>=0.3.1[all]extra == "all"
-
torchvision[all]extra == "all"
-
torchvision[dev]extra == "dev"
-
tqdm[all]extra == "all"
-
tqdm[readthedocs]extra == "readthedocs"
-
transformers>=4.51.3[dev]extra == "dev"
-
transformers>=4.32.1[all]extra == "all"
-
transformers>=4.32.1[inf]extra == "inf"
-
triton>=2.1.0[all]extra == "all"
-
triton>=2.1.0[sd]extra == "sd"
-
wandb[all]extra == "all"
-
wandb[dev]extra == "dev"
-
xgboost[all]extra == "all"
-
xgboost[autotuning-ml]extra == "autotuning-ml"
Used By
93
- resemble-enhance 7.5K/mo
- hpsv3 4.3K/mo
- openrlhf 3.7K/mo
- protenix 3.6K/mo
- project-llm-trainer 3.0K/mo
- factory-sdk 1.9K/mo
- alphafold3-pytorch-lightning-hydra 1.0K/mo
- opentau 968/mo
- arbor-ai 939/mo
- trill-proteins 815/mo
Repository details
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh