twinkle-kit
Training API for large language models with efficient data handling and advanced optimization techniques.
twinkle-kit has been downloaded 4,454 times in total on PyPI, including 829 in the last 30 days. The latest version is 0.3.0, released May 7, 2026.
Version0.3.0
Downloads
4.45k
License—
AuthorModelScope
UpdatedMay 7, 2026
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal0.*
Range
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CI traffic
Stack: OffCI: Included2 / 12 series
Selected total4.83k
4.5kAll-time
829Last 30 days
32Last 24 h
<0.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0120.3%
0.3.0
490 downloadsDownloads49020.3% - 0218.9%
0.2.1
457 downloadsDownloads45718.9% - 0318.5%
0.2.0
446 downloadsDownloads44618.5% - 0415.3%
0.4.0
369 downloadsDownloads36915.3% - 057.5%
0.1.3
181 downloadsDownloads1817.5% - 065.4%
0.1.2
131 downloadsDownloads1315.4% - 074.7%
0.1.1
114 downloadsDownloads1144.7% - 084.7%
0.0.1
113 downloadsDownloads1134.7% - 094.7%
Other
114 downloadsDownloads1144.7%
Guess the next day
Thirteen recent days of twinkle-kit downloads. Drag the green handle on the right to guess where day fourteen lands.