Home > Servers > Specialty Servers > White Papers > Deploy and Finetune Llama2 70B Chat on PowerEdge XE9680 with AMD Instinct MI300X > Solution overview
The proposed solution leverages the advanced capabilities of the AMD Instinct MI300X Accelerators, each equipped with a substantial 192GB of HBM3 memory and high-performance AI computational capabilities. This reference architecture is designed to deploy the memory-intensive Llama2 70B Chat Model. The essential advantage of this setup is the ability to deploy the full Llama2 70B Chat Model on a single GPU. This optimizes the computational efficiency and significantly reduces the required hardware footprint for small and large server deployments. With eight such GPUs, the architecture provides ample room for scaling and parallel processing, offering a robust and efficient solution for deploying the Llama2 70B Chat Model. This architecture represents a significant step forward in harnessing the power of advanced GPUs for complex machine-learning tasks.