twinkle-kit
Training API for large language models with efficient data handling and advanced optimization techniques.
twinkle-kit has been downloaded 6,795 times in total on PyPI, including 484 in the last 30 days. The latest version is 0.5.1, released Aug 14, 2026.
Version0.5.1
Downloads
6.79k
License—
AuthorModelScope
UpdatedAug 14, 2026
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal0.*
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Stack: OffCI: Included2 / 12 series
Selected total3.83k
6.8kAll-time
484Last 30 days
38Last 24 h
<0.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0130.4%
0.5.1
582 downloadsDownloads58230.4% - 0226.5%
0.5.0
507 downloadsDownloads50726.5% - 037.7%
0.4.0
147 downloadsDownloads1477.7% - 046.0%
0.3.0
114 downloadsDownloads1146.0% - 054.7%
0.2.1
90 downloadsDownloads904.7% - 064.3%
0.2.0
83 downloadsDownloads834.3% - 074.2%
0.1.3
81 downloadsDownloads814.2% - 084.1%
0.1
79 downloadsDownloads794.1% - 0912.0%
Other
230 downloadsDownloads23012.0%
Guess the next day
Thirteen recent days of twinkle-kit downloads. Drag the green handle on the right to guess where day fourteen lands.