AMD + 🤗: Large Language Models Out-of-the-Box Acceleration with AMD GPU

amd is trying to make some noise by bringing out-of-the-box acceleration, but honestly, it’s still catching up to nvidia’s ecosystem. the performance difference on established LLM benchmarks isn't game-changing yet, and the software stack is still fragmented compared to the CUDA dominance.

for small agencies, the reality is that sticking with the established, optimized nvidia stack is still the safest bet. the acceleration is nice, but the setup time and integration headache still cost us time and money. it's a promise, not yet a reality that we can rely on for critical production work.