Apriel-5B is a versatile family of transformer models designed for high throughput and efficiency, featuring the base and instruct versions optimized for various tasks, including instruction following and logical reasoning. It utilizes advanced training techniques such as continual pretraining and supervised finetuning, achieving strong performance across multiple benchmarks. The models are intended for general-purpose applications but should not be used in safety-critical contexts without oversight.