The tiiuae/falcon-mamba-7b is a high-performance causal language model developed by TII UAE, based on the Mamba architecture and specifically designed for generation tasks. The model has demonstrated outstanding performance across multiple benchmarks and is capable of running on various hardware configurations, supporting multiple precision settings to accommodate different performance and resource needs. It was trained utilizing advanced 3D parallel strategies and ZeRO optimization techniques, enabling efficient training on large GPU clusters.