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compile and qunaitze model used for production

enhancementNew feature or requestNew feature or request

Status: Open.

#48 In wdmdev/fruity;

· KarlUlbaek opened on Jan 16, 2024

Add error handling in api

enhancementNew feature or requestNew feature or request

Status: Open.

#46 In wdmdev/fruity;

· wdmdev opened on Jan 16, 2024

torch with cuda pip install moved to requirements.txt

enhancementNew feature or requestNew feature or request

Status: Open.

#45 In wdmdev/fruity;

· KarlUlbaek opened on Jan 16, 2024

Play around with quantization, compilation and pruning for trained models to increase inference speed

week3mlops week 3mlops week 3

Status: Open.

#25 In wdmdev/fruity;

· wdmdev opened on Jan 6, 2024

Setup monitoring for the performance of deployed model

week3mlops week 3mlops week 3

Status: Open.

#22 In wdmdev/fruity;

· wdmdev opened on Jan 6, 2024

Setup monitoring for the system telemetry of deployed model

week3mlops week 3mlops week 3

Status: Open.

#21 In wdmdev/fruity;

· wdmdev opened on Jan 6, 2024

Implement data drift checks

week3mlops week 3mlops week 3

Status: Open.

#20 In wdmdev/fruity;

· wdmdev opened on Jan 6, 2024

Create a trigger workflow for automatically building docker images

coreCore components for the mlops courseCore components for the mlops course

week2mlops week 2mlops week 2

Status: Open.

#16 In wdmdev/fruity;

· wdmdev opened on Jan 6, 2024