fix: load less sample for better performance

[ken-zlai]

Summary

Wanted to scope back the amount of data generated, as it was leading to some performance issues. There is some optimization that can be done, but this fixes immediate performance issues.

Checklist

• Added Unit Tests
• Covered by existing CI
• Integration tested
• Documentation update

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[ken-zlai]

@nikhil-zlai @piyush-zlai FYI