"HotBlockChain team on AMD Developer Hackathon Hackathon"

Team Idea

ROCmBench Agent: an AI performance copilot that turns any open-source LLM app into an AMD-optimized deployment plan.

Team Members

Nakshatra Kanchan

nakssshhhhh

Submission

ROCmBench Agent

ROCmBench Agent auto-loads Hugging Face models on AMD GPUs with vLLM + ROCm, runs concurrency benchmarks, checks GPU evidence, and recommends the best production deployment config.