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Create benchmarking suite for optimised models #128

@lewtun

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@lewtun

Now that we have tight Hub integration coming via #113, it could be useful to implement a simple benchmarking suite that allows users to:

  • Select a dataset on the Hub
  • Select a metric on the Hub
  • Select N models (could already be optimised models)
  • Optimise the models (if needed)
  • Report a table of results comparing the gains in latency and impact on the model metric

In a first step, we might simply want to benchmark latency with some dummy input at various sequence lengths etc.

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