updated the inference file

Merge branch 'main' of https://github.com/Mohith202/Transformer_hackathon

FEAT: " Added for BOth GPU and CPU utilization with thermal control and best allocation."

updated inference py file

added validation script and reduced the step due to MAX API limit

feat: implement cloud resource management environment and LLM-based inference pipeline