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Copy file name to clipboardexpand all lines: content/modules/ROOT/pages/03-04-comparing-model-servers.adoc
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In this exercise, we'll pitch our previous model against the itself but in a quantized version. The values of the 7 Billion parameters used in the model have been "rounded", therefore loosing precision, but saving space. As it consumes now less memory, we are able to load it directly in a container and run it on a CPU. We'll compare the results and see if the quantized model is good enough for our use case.
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From the `insurance-claim-processing/lab-materials/03` folder, please open the notebook called `03-04-comparing-model-servers.ipynb` and follow the instructions.
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From the `parasol-insurance/lab-materials/03` folder, please open the notebook called `03-04-comparing-model-servers.ipynb` and follow the instructions.
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When done, you can close the notebook and head to the next page.
Copy file name to clipboardexpand all lines: content/modules/ROOT/pages/03-06-confidence-check.adoc
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== Deploy a confidence-check pipeline
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In the `insurance-claim-processing/lab-materials/03/06` folder there are two pipeline files, one `confidence_check.pipeline` and one `confidence_check.yaml` file.
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In the `parasol-insurance/lab-materials/03/06` folder there are two pipeline files, one `confidence_check.pipeline` and one `confidence_check.yaml` file.
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The `.pipeline` file can be opened in Elyra to be visually modified and executed, while the `.yaml` file can be imported into the pipeline server through the RHOAI Dashboard. +
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Here we will be running the pipeline through Elyra.
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Running it through Elyra is the same as doing an ad-hoc execution of the pipeline, as opposed to importing the pipeline which won't automatically execute it.
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. Start by going to your running workbench
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. Navigate to the folder `insurance-claim-processing/lab-materials/03/06`
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. Navigate to the folder `parasol-insurance/lab-materials/03/06`
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. Open up the `confidence_check.pipeline` file
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. Here we can see that the pipeline consists of 3 checks:
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