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Autoscaling support in Ray-llm

Open Jeffwan opened this issue 1 year ago • 0 comments

Just curious does ray-llm fully leverage ray serve autoscaling (https://docs.ray.io/en/latest/serve/autoscaling-guide.html)? Seems ray serve only support target_num_ongoing_requests_per_replica and max_concurrent_queries , As we know, LLM output varies and these are not good for LLM scenarios. how do you achieve better autoscaling support for LLM?

Jeffwan avatar Feb 21 '24 00:02 Jeffwan