Inference
prefill bottlenecks on longer prompts with vLLM - Printable Version

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Re: prefill bottlenecks on longer prompts with vLLM - batchshed - 08-26-2026

same here on my side.


Re: prefill bottlenecks on longer prompts with vLLM - orbitgarden - 08-27-2026

worth checking the driver first.


Re: prefill bottlenecks on longer prompts with vLLM - routerunner - 08-29-2026

Tried to reproduce it just now. On 7900 XTX with PyTorch, I saw basically the same behavior. The main thing that moved was latency, not quality.