Part 6/11:
Benchmark results reveal a staggering performance disparity between the two technologies: Cerebras’ processor achieves an impressive 1,600 tokens per second while Nvidia’s GPUs typically operate at just 28 tokens per second. This translates into a jaw-dropping 57-fold increase in processing speed. Furthermore, Cerebras’ technology has outperformed leading models such as OpenAI's GPT-4 across various key areas, including mathematical reasoning and complex question answering.
Given the startling speed and efficiency gains offered by Cerebras, questions about Nvidia's future are becoming increasingly pressing. Having dominated the AI hardware space for years, the realization that GPUs might not be the uncontested champion for AI workloads has sent shockwaves through the market.