tldr - powered by Generative AI

• Running ML server locally is important to ensure everything works and debug any issues before deployment to production.
• Other resources for CI/CD for production machine learning at scale, production machine learning monitoring, machine learning security, and machine learning ecosystem and operations.
• Collaboration with Hugging Face team to access a pre-trained GPT2 model using their Transformers library.
• Optimization of the model using ONNX serialization format.
• Deployment to Kubernetes cluster after testing locally to ensure it works.
• Anecdote about a computationally intensive dungeon crawler game that uses AI model for personalization.