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MLOps: Comparing Microsoft Phi3 Mini 128k in GGUF, MLFlow, and ONNX Formats

MLOps: Comparing Microsoft Phi3 Mini 128k in GGUF, MLFlow, and ONNX Formats

The Machine Learning Engineer via YouTube Direct link

DirectML

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DirectML

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MLOps: Comparing Microsoft Phi3 Mini 128k in GGUF, MLFlow, and ONNX Formats

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  1. 1 Intro
  2. 2 Phi3 mini 128k
  3. 3 Defining input and output parameters
  4. 4 Defining artifacts
  5. 5 Flowing the model
  6. 6 MLFlow notebook
  7. 7 MLFlow model
  8. 8 ONNX model
  9. 9 ONNX performance
  10. 10 DirectML
  11. 11 Microsoft ONNX
  12. 12 Conclusion

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