tvalentyn commented on PR #40765:
URL: https://github.com/apache/beam/pull/40765#issuecomment-6783164529

   Today, files that exist before startup produce a single 
`ModelMetadata(model_id='')`, meaning "use the model configured on the 
handler". In streaming, that first value is what makes the global-window side 
input available. I think we should keep that behavior, without it, RunInference 
buffers its main input until a new model is uploaded


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