No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
tokenspeed-mla has 1.5M monthly downloads and 2K GitHub stars. Version 0.1.8 supports Python 3.10+, first published in 2026.
It is actively maintained under a permissive license, last released in Jun 2026.
It is built on top of apache-tvm-ffi, nvidia-cutlass-dsl and tokenspeed-triton. It is used by 3 tracked packages, including sglang, vllm and lsglang.
GitHub topics include deepseek, gpt-oss and kimi.
Provenance Mismatch
This package's publish attestation (PEP 740) proves it builds from lightseekorg/tokenspeed-third-party, not the linked lightseekorg/tokenspeed. Stars and other GitHub metrics shown here come from the claimed repository.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
67
Adoption
80
Community
70
Provenance
0
How the maintenance status was determined
Last commit
0 days ago
Monthly downloads
1,517,354
•
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
1,517,354
Stars
1,555
Stars per 1k downloads
1.02
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
51,158
Month daily avg
50,578
Momentum
+1.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.10
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
MIT License
•
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
13 days ago
Total releases
10
Releases/year
57.0
•
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
64
Monthly downloads
1,517,354
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
63
Issue Burden
1.9
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
34.6%
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
macOS
33
Windows
25
Python Versions
3.12
53.6%
20.2K
3.10
29.2%
11.0K
3.11
10.0%
3.8K
3.13
4.3%
1.6K
3.14
2.9%
1.1K
Top Countries
1.
US
24.1K
US
2.
KR
5.6K
KR
3.
CN
1.3K
CN
4.
SG
1.2K
SG
5.
DE
526
DE
6.
NL
498
NL
7.
IN
472
IN
8.
JP
439
JP
9.
CA
358
CA
10.
GB
336
GB
Dependencies
4
- apache-tvm-ffi <=0.1.11,>=0.1.5
- nvidia-cutlass-dsl
- tokenspeed-triton >=3.7.10.post20260531
- torch
Package Information
License
MIT License
First Release
May 4, 2026
Last Release
1 week ago
Last Commit
16 hr ago
Latest Version
0.1.8
Total Releases
10
Contributors
64
Open PRs
23
Archived
No
Wheels
py3
Tracking Since
May 4, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh