This article details the deployment of the 12B Gemma 4 model using Quantization Aware Training (QAT) on Google Cloud Run with NVIDIA L4 GPUs. It outlines a step-by-step guide for setting up the environment, including the use of the MCP and Antigravity CLI tools for efficient deployment. AI
IMPACT Provides a practical guide for deploying LLMs on cloud infrastructure, potentially streamlining MLOps for developers.
RANK_REASON The article provides a technical guide for deploying an existing model on a specific cloud infrastructure, which falls under the 'tool' category.
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