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Async client to backoff when model overloaded #412

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jppgks opened this issue Apr 12, 2024 · 1 comment
Open

Async client to backoff when model overloaded #412

jppgks opened this issue Apr 12, 2024 · 1 comment
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enhancement New feature or request

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@jppgks
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jppgks commented Apr 12, 2024

Feature request

Have the (async) client automatically backoff sending requests when the deployment is overloaded.

Motivation

When the async client exceeds the deployment queue capacity / rate limits, it currently fails with

OverloadedError: Model is overloaded
@tgaddair
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Current thinking is to add more examples for doing batch inference to avoid this issue on the client. We can still look for ways to backoff automatically, though, in the future.

@tgaddair tgaddair added the enhancement New feature or request label May 23, 2024
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