PyPI Stats
allenai

smashed

SMASHED is a toolkit designed to apply transformations to samples in datasets, such as fields extraction, tokenization, prompting, batching, and more. Supports datasets from Huggingface, torchdata iterables, or simple lists of dictionaries.
PyPI GitHub
Downloads
Day
157
Week
975
Month
5.5K
Stars
35
Forks
6
Issues
1
Version
0.21.5

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
40
Popularity
30
Adoption
37
Community
40
How the maintenance status was determined
Last commit
957 days ago
Monthly downloads
5,521
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
5,521
Stars
35
Stars per 1k downloads
6.34
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
139
Month daily avg
184
Momentum
-24.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.8
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-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
957 days ago
Total releases
64
Releases/year
16.9
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
16
Monthly downloads
5,521
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
50
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
266.7%
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 80

Python Versions

3.11
56.2% 45
3.9
37.5% 30
3.10
3.8% 3
3.13
2.5% 2

Top Countries

1. US US
39
2. CN CN
34
3. SG SG
11
4. NL NL
2
5. CA CA
1

Dependencies

7
25 optional dependencies

Used By

2

Package Information

License
Apache-2.0
First Release
July 25, 2022
Last Release
2 years ago
Last Commit
2 years ago
Latest Version
0.21.5
Total Releases
64
Contributors
16
Open PRs
3
Archived
No
Python Versions
3
Wheels
py3
Keywords
mappers pytorch torch huggingface transformers datasets dict pipeline preprocessing nlp natural language processing text prompting prefix tuning in context learning
Topics
mappers pytorch torchdata dataset datasets dict huggingface in-context-learning natural-language-processing nlp pipeline prefix prefix-tuning preprocessing prompting text transformer transformers
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links