[USABILITY] Warn users if quantization using insufficient nsamples #656
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Qubitium
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Reason for PR:
Too many users are wrongly using tiny n-samples and expect it to magically work. Partially resolve this top reoccurring usability issue by warning users. Suspect new users to autogptq are just copying sample code from examples or tests which are not production ready.
_prepare_examples_for_quantizationmethod from_basetodata_utils. Debloat_base.