Tag: GPU Optimization
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Triton vs TorchServe: How I Cut $800/Month in GPU Costs
Triton cut my inference costs 52% vs TorchServe. GPU utilization jumped from 23% to 81%. Here's what profiling actually revealed.
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vLLM vs TensorRT-LLM: RTX 4090 Inference Benchmark
vLLM vs TensorRT-LLM head-to-head on RTX 4090 with Llama 3.1 8B โ throughput, latency, memory usage, and setup complexity compared. TensorRT-LLM wins 2.3x throughput but at what cost?