➀ The article compares the performance and cost efficiency of AMD and NVIDIA GPUs for various AI tasks such as chat, translation, reasoning, and summarization.
➁ It highlights the MI325X and MI300X as cost-effective options for Llama3 70B chat and translation tasks.
➂ The analysis reveals that AMD GPUs are less cost-effective in rental scenarios due to limited availability and higher prices.
➃ The article discusses the need for better inference benchmarks and explores the features and capabilities of NVIDIA's Dynamo framework.