Dyula to French Machine Translation Model Inference

• This folder contains the Deployment resources required for deploying the trained model onto Highwind. To get started first download the model from HuggingFace Hub by running the Download_Model_From_HuggingFace.ipynb notebook to download the model from Hugging Face and save it automatically to the models directory in the Deployment folder.

• Follow the instructions in the README.md file in the Deployment folder to build the container locally and give it a tag. After building the Kserve predictor image that contains your model, spin it up to test your model inference.

• Once, the dockerized model solution is up and running, run the Inference.ipynb notebook to make inference on the test data in test_refined.csv file.