We show that BlackMamba performs competitively from the two Mamba and transformer baselines, and outperforms in inference and training FLOPs. We completely prepare and open-source 340M/one.5B and 630M/two.8B BlackMamba https://k2spiceshop.com/product/liquid-k2-on-paper-online/