Testing LLM Concurrency on Consumer Hardware (RTX 5060)
LLM concurrency tests on RTX 5060 yield crucial insights for engineers.
A recent YouTube video showcased a server-grade LLM hardware setup, prompting an exploration of what a consumer-grade RTX 5060 can achieve. The tests revealed that MiniCPM5 1B achieved the highest throughput at 983 tok/s, while Qwen3.5 0.8B struggled with multi-token prediction, failing to scale effectively. These results provide valuable insights for engineers regarding the capabilities of consumer hardware in handling LLM tasks.