No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
deepspeed has 1.4M monthly downloads and 43K GitHub stars. Version 0.19.2, first published in 2020.
It is actively maintained under a permissive license, last released in Jun 2026.
It is built on top of einops, hjson and msgpack. It is used by 99 tracked packages, including protenix, openrlhf and project-llm-trainer.
GitHub topics include deep-learning, pytorch and gpu.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
94
Adoption
60
Community
80
Provenance
0
How the maintenance status was determined
Last commit
4 days ago
Monthly downloads
1,424,479
•
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
1,424,479
Stars
42,655
Stars per 1k downloads
29.94
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
35,551
Month daily avg
47,483
Momentum
-25.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
Not specified
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
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
20 days ago
Total releases
128
Releases/year
22.4
•
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
509
Monthly downloads
1,424,479
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
27.4
per 1k stars
Discussions
6.2
per 1k stars
Fork Ratio
10.4%
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
22.9K
Windows
600
macOS
99
Python Versions
3.11
42.9%
9.4K
3.12
26.9%
5.9K
3.10
21.4%
4.7K
3.9
4.5%
992
3.13
4.2%
927
Top Countries
1.
US
19.1K
US
2.
SG
903
SG
3.
CN
503
CN
4.
CA
470
CA
5.
GB
324
GB
6.
JP
288
JP
7.
NL
252
NL
8.
HK
242
HK
9.
KR
231
KR
10.
DE
181
DE
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]
- accelerate[dev]
- autodoc-pydantic[all]
- autodoc-pydantic[readthedocs]
- clang-format[all]
- clang-format[dev]
- comet-ml[all]
- comet-ml[dev]
- deepspeed-kernels[all]
- deepspeed-kernels[dev]
- diffusers[sd]
- diffusers[all]
- docutils[readthedocs]
- docutils[dev]
- docutils[all]
- future[dev]
- future[all]
- google[all]
- google[inf]
- hjson[all]
- hjson[readthedocs]
- hjson[autotuning-ml]
- importlib-metadata[dev]
- importlib-metadata[all]
- lm-eval[all]
- lm-eval[inf]
- mpi4py[all]
- mpi4py[1bit-mpi]
- mup[dev]
- mup[all]
- neural-compressor[all]
- neural-compressor[sparse]
- packaging[all]
- packaging[readthedocs]
- pre-commit[all]
- pre-commit[dev]
- protobuf[inf]
- protobuf[all]
- psutil[readthedocs]
- psutil[all]
- py-cpuinfo[all]
- py-cpuinfo[readthedocs]
- pydantic[readthedocs]
- pydantic[all]
- pytest[dev]
- pytest[all]
- pytest-forked[dev]
- pytest-forked[all]
- pytest-randomly[all]
- pytest-randomly[dev]
- pytest-xdist[all]
- pytest-xdist[dev]
- qtorch[inf]
- qtorch[all]
- qtorch[dev]
- recommonmark[readthedocs]
- recommonmark[dev]
- recommonmark[all]
- safetensors[inf]
- safetensors[all]
- scipy[all]
- scipy[deepcompile]
- sentencepiece[inf]
- sentencepiece[all]
- sphinx[dev]
- sphinx[all]
- sphinx-rtd-theme[dev]
- sphinx-rtd-theme[all]
- sphinx-rtd-theme[readthedocs]
- tabulate[all]
- tabulate[autotuning]
- tabulate[autotuning-ml]
- tensorboard[dev]
- tensorboard[all]
- torch[readthedocs]
- torch[all]
- torchvision[dev]
- torchvision[all]
- tqdm[all]
- tqdm[readthedocs]
- transformers[dev]
- transformers[all]
- transformers[inf]
- triton[all]
- triton[sd]
- triton[sparse-attn]
- triton[triton]
- wandb[all]
- wandb[dev]
- xgboost[all]
- xgboost[autotuning-ml]
Used By
99
- protenix
- openrlhf
- project-llm-trainer
- resemble-enhance
- factory-sdk
- arbor-ai
- arctic-training
- hpsv3
- llm-optimized-inference
- alphafold3-pytorch-lightning-hydra
- opentau
- deepspeed-mii
- trill-proteins
- chunkformer
- gpt3-torch
- charylu-models
- oat-llm
- pyuino
- lean-dojo-v2
- efficientllm-toolkit
- aivoifu
- aistrainer
- arctic-platform
- t2v-metrics
- cosyvoice2-eu
- neotune
- transformers-inference-toolkit
- semviqa
- translation-canvas
- gpt4-torch
- aeiva
- tuningtron
- andromeda-torch
- renate
- small-vlm
- cm3
- cosyvoice2-fr-infer
- omnivector-embed
- unipercept-reward
- resp-agent
- autobiasdetector
- alignment-handbook
- asrchild
- phi-torch
- thebestllmever
- dbgpt-hub
- easy-lightning
- narration-xtts2
- collie-lm
- memorag
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
Apache Software License 2.0
First Release
October 22, 2020
Last Release
3 weeks ago
Last Commit
5 days ago
Latest Version
0.19.2
Total Releases
128
Contributors
509
Open PRs
137
Archived
No
Author
DeepSpeed Team
Python Versions
3.8
3.9
3.10
3.11
3.12
Wheels
cp310
cp311
cp312
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh