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[WIP] Refactor LLMServer and LLMEngine #52597

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@kouroshHakha kouroshHakha commented Apr 25, 2025

LLMServer should be agnostic to the engine concepts (e.g. vllm in our case) but it's not.

Moreover the VLLMEngine does not have a standard interface. This PR standardizes it a bit.

release tests: https://buildkite.com/ray-project/release/builds/39800

Signed-off-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
Signed-off-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
Signed-off-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
@kouroshHakha kouroshHakha requested a review from a team as a code owner April 25, 2025 02:39
@kouroshHakha kouroshHakha added the go add ONLY when ready to merge, run all tests label Apr 25, 2025
Signed-off-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
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