AIHacker Noonabout 6 hours ago
Open-Source Model Deployment Mistakes Detailed
7 min read
Serving open-source models in production often involves many small models on shared hardware, not one large model. Teams should fix the retrieval layer, improve GPU utilization, and calculate break-even costs. vLLM, SGLang, and TensorRT LLM are runtimes, not cluster controllers.
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