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Add configuration validation in calibration #38

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@zenodflow

Configurations may not always be valid. E.g., value out of bound (negative batch size), conflicting or unsupported combinations of configurations (confidence and cot with prompt-level batching) etc.

We should catch them early on -- no later than the time of calibrate calls materialize the values. E.g., adding assertions in the Parameter class.

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