twinkle-kit
Training API for large language models with efficient data handling and advanced optimization techniques.
twinkle-kit has been downloaded 4,716 times in total on PyPI, including 801 in the last 30 days. The latest version is 0.3.0, released May 7, 2026.
Version0.3.0
Downloads
4.72k
License—
AuthorModelScope
UpdatedMay 7, 2026
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal0.*
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Stack: OffCI: Included2 / 12 series
Selected total4.93k
4.7kAll-time
801Last 30 days
1Last 24 h
<0.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0121.1%
0.3.0
519 downloadsDownloads51921.1% - 0219.5%
0.2.1
480 downloadsDownloads48019.5% - 0319.4%
0.4.0
477 downloadsDownloads47719.4% - 0418.7%
0.2.0
462 downloadsDownloads46218.7% - 055.0%
0.1.3
124 downloadsDownloads1245.0% - 064.2%
0.0.1
103 downloadsDownloads1034.2% - 073.9%
0.1
97 downloadsDownloads973.9% - 083.9%
0.1.2
97 downloadsDownloads973.9% - 094.3%
Other
106 downloadsDownloads1064.3%
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Thirteen recent days of twinkle-kit downloads. Drag the green handle on the right to guess where day fourteen lands.