twinkle-kit
Training API for large language models with efficient data handling and advanced optimization techniques.
twinkle-kit has been downloaded 5,871 times in total on PyPI, including 1,032 in the last 30 days. The latest version is 0.3.0, released May 7, 2026.
Version0.3.0
Downloads
5.87k
License—
AuthorModelScope
UpdatedMay 7, 2026
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal0.*
Range
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CI traffic
Stack: OffCI: Included2 / 14 series
Selected total4.46k
5.9kAll-time
1.0kLast 30 days
18Last 24 h
<0.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0127.1%
0.4.0
605 downloadsDownloads60527.1% - 0217.1%
0.5.0
382 downloadsDownloads38217.1% - 0313.9%
0.5.1
311 downloadsDownloads31113.9% - 0410.5%
0.3.0
235 downloadsDownloads23510.5% - 056.2%
0.2.1
138 downloadsDownloads1386.2% - 064.7%
0.2.0
105 downloadsDownloads1054.7% - 074.3%
0.1.3
96 downloadsDownloads964.3% - 084.0%
0.0.1
89 downloadsDownloads894.0% - 0912.1%
Other
269 downloadsDownloads26912.1%
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Thirteen recent days of twinkle-kit downloads. Drag the green handle on the right to guess where day fourteen lands.