#serving

Best GPU for vLLM inference serving. Covers PagedAttention, throughput benchmarks, and top GPU picks for production LLM deployment.

The demo worked because the test was one user, one prompt, one response. Then real usage showed up,...

“Why is it so slow even though I have a GPU?” I’d like to share my three-week struggle, which began...

When our team was quoted $14,200/month for an EC2 inf2.24xlarge instance to serve Llama 3.2 70B with...

Serving 1 million LLM requests costs $1,240 with vLLM 0.4.0 on self-managed A100s, but $2,890 with...

Dive into a comprehensive benchmark comparing vLLM, TensorRT-LLM, and SGLang. Understand their archi