AI Local Deployment Hardware Guide: GPU Selection from Entry-Level to Production
What hardware do you need for local AI model deployment? This guide covers hardware selection from entry-level consumer GPUs to enterprise-grade server GPUs.
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2 results shownLLM Inference Optimization: vLLM, Quantization, and Batching
After a large model goes live, inference throughput and latency directly drive cost and user experience. This guide explains continuous batching, PagedAttention, KV cache, quantization, and speculative decoding with vLLM and TensorRT-LLM.