No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
tensorflow-text has 4.8M monthly downloads and 1K GitHub stars. Version 2.20.1, first published in 2019.
It is actively maintained under a permissive license, last released in Mar 2026.
It is built on top of tensorflow. It is used by 39 tracked packages, including keras-hub, seqio and rasa.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
69
Adoption
70
Community
90
Provenance
0
How the maintenance status was determined
Last commit
28 days ago
Monthly downloads
4,774,377
•
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
4,774,377
Stars
1,289
Stars per 1k downloads
0.27
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
158,289
Month daily avg
159,146
Momentum
-0.5%
((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 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
118 days ago
Total releases
72
Releases/year
10.2
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
136
Monthly downloads
4,774,377
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
80
Issue Burden
71.4
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
36.1%
contrib / forks
Stale Release
90d
PR Velocity
Active
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
129.3K
macOS
49
Windows
28
Python Versions
3.7
81.4%
104.2K
3.8
9.5%
12.1K
3.12
5.6%
7.1K
3.11
2.2%
2.9K
3.10
1.3%
1.6K
Top Countries
1.
US
103.8K
US
2.
DE
18.0K
DE
3.
GB
5.8K
GB
4.
NL
598
NL
5.
SG
426
SG
6.
FR
238
FR
7.
FI
138
FI
8.
IN
114
IN
9.
HK
102
HK
10.
JP
74
JP
Dependencies
1
- tensorflow <2.21,>=2.20.0
4 optional dependencies
- absl-py[tests]
- pytest[tests]
- tensorflow-cpu[tensorflow-cpu]
- tensorflow-datasets[tests]
Used By
39
- keras-hub
- seqio
- rasa
- seqio-nightly
- keras-nlp-nightly
- tf-models-official
- keras-hub-nightly
- praxis
- mediapipe-model-maker
- lingvo
- paxml
- sknlp
- twembeddings
- deep-autoviml
- tf-models-no-deps
- vectordb2
- credentialdigger
- bigquery-ml-utils
- tftokenizers
- ml4h
- diarizationlm
- thetextdata
- convert-labse-tf-pt
- axlearn
- image-analyst-hf
- vina2vi
- multitask-py
- deep-profane
- sidlingvo
- d3lta
- capibara
- bf-nlu-banki
- bf-nlu
- simplests
- convo-nlu2
- deeplookup
- mukkebude
- ringkasan
- rasa-mini
Package Information
License
Apache 2.0
First Release
June 10, 2019
Last Release
3 months ago
Last Commit
4 weeks ago
Latest Version
2.20.1
Total Releases
72
Contributors
136
Open PRs
145
Archived
No
Author
Google Inc.
Python Versions
3
3.9
3.10
3.11
3.12
3.13
Wheels
cp27
cp310
cp311
cp312
cp313
cp34
cp35
cp36
cp37
cp38
cp39
Keywords
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh