Deploying a Machine Learning Model on Heroku with FastAPI
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Updated
Dec 19, 2022 - Jupyter Notebook
Deploying a Machine Learning Model on Heroku with FastAPI
Dialogue Summarization application hosted using AWS and CICD deployment with docker and FASTAPI. Model card created in HuggingFace and a deployed on HuggingFace Spaces.
Validate the model card document in a GitHub action
Model Business Logic Cards to support responsible AI/LLM usage
Automatically generate MODEL_CARD.md for any Transformer-style model directory in your repository. The Action wraps an easy-to-use Python script that relies on transformers, torch, and jinja2.
To associate your repository with the modelcard topic, visit your repo's landing page and select "manage topics."