twinkle-kit
Training API for large language models with efficient data handling and advanced optimization techniques.
twinkle-kit has been downloaded 4,949 times in total on PyPI, including 405 in the last 30 days. The latest version is 0.3.0, released May 7, 2026.
Version0.3.0
Downloads
4.95k
License—
AuthorModelScope
UpdatedMay 7, 2026
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal0.*
Range
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Stack: OffCI: Included2 / 12 series
Selected total3.86k
4.9kAll-time
405Last 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.
- 0129.1%
0.4.0
562 downloadsDownloads56229.1% - 0228.7%
0.3.0
553 downloadsDownloads55328.7% - 0310.3%
0.2.1
199 downloadsDownloads19910.3% - 047.5%
0.2.0
145 downloadsDownloads1457.5% - 055.4%
0.1.3
105 downloadsDownloads1055.4% - 064.6%
0.1
89 downloadsDownloads894.6% - 074.6%
0.1.2
89 downloadsDownloads894.6% - 084.6%
0.0.1
88 downloadsDownloads884.6% - 095.1%
Other
98 downloadsDownloads985.1%
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Thirteen recent days of twinkle-kit downloads. Drag the green handle on the right to guess where day fourteen lands.