twinkle-kit
Training API for large language models with efficient data handling and advanced optimization techniques.
twinkle-kit has been downloaded 6,493 times in total on PyPI, including 441 in the last 30 days. The latest version is 0.5.1, released Aug 14, 2026.
Version0.5.1
Downloads
6.49k
License—
AuthorModelScope
UpdatedAug 14, 2026
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal0.*
Range
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Stack: OffCI: Included2 / 12 series
Selected total3.68k
6.5kAll-time
441Last 30 days
8Last 24 h
<0.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0127.8%
0.5.1
511 downloadsDownloads51127.8% - 0225.2%
0.5.0
464 downloadsDownloads46425.2% - 0311.5%
0.4.0
212 downloadsDownloads21211.5% - 046.4%
0.3.0
118 downloadsDownloads1186.4% - 055.0%
0.2.1
92 downloadsDownloads925.0% - 064.6%
0.2.0
85 downloadsDownloads854.6% - 074.1%
0.1.3
76 downloadsDownloads764.1% - 083.9%
0.1
71 downloadsDownloads713.9% - 0911.5%
Other
212 downloadsDownloads21211.5%
Guess the next day
Thirteen recent days of twinkle-kit downloads. Drag the green handle on the right to guess where day fourteen lands.