Ling-1T

Ling 1T is a large text-in text-out model tuned for careful step-by-step analysis, strong instruction following, and repository-scale coding. It keeps long conversations and multi-document prompts coherent, grounds answers through retrieval when needed, and returns schema-true JSON so downstream systems can act without fragile parsing. The runtime supports function calling for tools like search, code execution, and database lookups, plus streaming for responsive apps. Alignment focuses on safe, controllable behavior that avoids over-refusal while minimizing hallucinations. Teams deploy Ling 1T as the heavy tier in a stack, routing everyday queries to smaller Ling variants and reserving this model for complex analytics, policy-aware drafting, and hard software tasks where accuracy and auditability are essential.