Security Update and Enhancement for run.py

[MiChaelinzo]

The key changes:

• 1.) Validate checkpoint integrity by comparing hashes
• 2.) Add rate limiting on inferences
• 3.) Use authentication for any inference endpoints
• 4.) Other general security best practices This helps secure the checkpoint loading, limits blast radius of any issues, and adds authentication around the API access.