Spark-X2.5 is an open-source language model series featuring compact 4B and 1.7B variants designed for efficiency and accessibility. The models support up to 1M token context windows, multilingual capabilities across 200+ languages, and strong performance in coding, reasoning, and agentic workflows with broad hardware and software compatibility.