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Add option to save benchmark results
This PR adds an option in the benchmark scripts to save the run configuration, the model obtained, and the evaluation results.
Before submitting
- [x] Did you write any new necessary tests?
The docs for this PR live here. All of your documentation changes will be reflected on that endpoint.