RunPod uses a proxy system to ensure that you have easy accessibility to your pods without needing to make any configuration changes. This proxy utilizes Cloudflare for ease of both implementation and access, which comes with several benefits and drawbacks. Let's go into a little explainer about specifically

Introduction Quantization is a key technique in machine learning that is used to reduce the model size and speed up inference, especially when deploying models on hardware with resource constraints. Nevertheless, achieving a good quantization setup means balancing the model performance against the computational efficiency required by the deployment environment.