twinkle-kit
Training API for large language models with efficient data handling and advanced optimization techniques.
twinkle-kit has been downloaded 6,244 times in total on PyPI, including 853 in the last 30 days. The latest version is 0.3.0, released May 7, 2026.
Version0.3.0
Downloads
6.24k
License—
AuthorModelScope
UpdatedMay 7, 2026
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal0.*
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Stack: OffCI: Included2 / 12 series
Selected total4.59k
6.2kAll-time
853Last 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.
- 0127.6%
0.4.0
633 downloadsDownloads63327.6% - 0219.2%
0.5.0
440 downloadsDownloads44019.2% - 0318.7%
0.5.1
429 downloadsDownloads42918.7% - 046.5%
0.3.0
150 downloadsDownloads1506.5% - 055.1%
0.2.1
116 downloadsDownloads1165.1% - 064.2%
0.2.0
96 downloadsDownloads964.2% - 073.9%
0.1.3
90 downloadsDownloads903.9% - 083.8%
0.0.1
88 downloadsDownloads883.8% - 0911.0%
Other
252 downloadsDownloads25211.0%
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