Model License Data Analysis

  • Total Scanned Models
    0
  • Total License Types
    76
  • Models with Inter-Model License Conflicts
    211,150
  • Models with Component License Conflicts
    1,076
  • Compliant Models
    292,046
  • Models with Unknown Licenses
    1,023,823
License Usage Frequency Ranking
License Name Type Usage Frequency
Apache-2.0 SPDX 249,075
MIT SPDX 92,116
OpenRAIL AI 35,295
CreativeML-OpenRAIL-M AI 26,738
CC-BY-NC-4.0 SPDX 12,892
LLaMA3 AI 9,898
LLaMA2 AI 9,682
LLaMA3.1 AI 6,858
CC-BY-4.0 AI 5,841
License Conflict Combination Ranking
Derived Model License Base Model License Usage Frequency
Apache2.0 LLaMA3 3,943
Apache2.0 MIT 2,302
Apache2.0 Gemma 1,672
CreativeML-OpenRAIL-M LLaMA3.1 1,589
Apache2.0 LLaMA3.1 841
MIT OpenRAIL 496
Apache2.0 CC-BY-NC-4.0 349
CC-BY-NC-4.0 Apache2.0 295
Apache2.0 CC-BY-4.0 160
Model Derivation Graph
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Data source: Hugging Face
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Suggestions & Solutions

  • 1. distribute

    GPL-3.0 requires derivative works to be released under GPL; Apache-2.0 allows redistribution and modification with notice and may use different licenses for derivatives.

  • To resolve the mismatch, here are a few steps that might