Introduction

The AMD Instinct MI325X is a GPU-based chip that offers high-performance computing for large-scale MoE pre-training. Our goal is to develop an open-source library for pre-training with Primus-Turbo and optimize the hardware performance.

Technical details

The Primus-Turbo library supports various alignment and pipeline optimization options. Using the AMD Instinct MI325X offers high-performance computing for large-scale MoE pre-training.

Practical implications

Using the Primus-Turbo library with the AMD Instinct MI325X enables achieving high performance for large-scale MoE pre-training. This is particularly useful for applications that require massive computational power.

Conclusion and future prospects

Our work on the Primus-Turbo library with AMD Instinct MI325X has shown the effectiveness of this combination for large-scale MoE pre-training. The next phase will be to further explore optimization pipeline possibilities and integrate with other pre-training frameworks.