knowledge-distillation
Pass
Audited by Gen Agent Trust Hub on Sep 17, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADS
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill downloads the
LMOpsrepository from Microsoft's official GitHub organization to provide access to the MiniLLM implementation. This is a trusted source for machine learning research code. - [SAFE]: The Python package dependencies (
transformers,torch,datasets,deepspeed,wandb) are standard, well-known libraries for machine learning and natural language processing. - [SAFE]: All code examples for knowledge distillation, including loss function calculations (Forward/Reverse KLD) and training loops, follow standard academic and industry research practices.
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