8-16 MI50s Minimax M3 @19 tps TG (peak)

The article discusses performance benchmarks for the MiniMax M3 model running on 8-16 MI50 GPUs, achieving a peak throughput of 19 tokens per second (TPS) for text generation. The inference engine utilized is a fork of VLLM (v0.23.1) with ROCm 7.2.1, and the setup includes optimizations such as INT4 quantization and FP16 dequantization. These results highlight potential improvements in speed and output quality for practitioners, particularly in optimizing software and hardware configurations for agentic coding tasks.