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Guardrail-Distillation

Implementation for Guardrail Distillation of a Large Vision Teacher to an Edge-Deployed Student Training:

  1. Pull Datasets + models - done 2) Requires kaggle api key as KAGGLE_API_KEY=...
  2. Build eval pipeline
  3. Distill models
    • Student: nvidia/segformer-b0-finetuned-ade-512-512
    • Teacher: nvidia/segformer-b5-finetuned-cityscapes-1024-1024
  4. Train guardrail
  5. Evals

Eval:

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Implementation for Guardrail Distillation of a Large Vision Teacher to an Edge-Deployed Student

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