Adapt
Mini toolsLing mini 2.0
By AntGroup
Model family: Ling
Ling-mini-2.0 targets practical workloads where responsiveness matters. It follows instructions cleanly, handles cross-lingual prompts, and delivers steady performance on summarization, Q&A, and basic coding tasks without heavy compute. The model maintains coherence over longer inputs, returns schema-true JSON when workflows require structured results, and triggers external tools for retrieval or actions. Deployment is flexible, with quantization for modest GPUs or edge devices and parameter-efficient tuning to adapt tone, terminology, or domain knowledge. Teams typically use Ling-mini-2.0 for customer support assistants, internal helpdesk bots, document triage, and real-time UX features, then route the hardest problems to a larger sibling when deeper reasoning is needed.
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Gen 7
Overview
Ling-mini-2.0 is a compact multilingual instruction model tuned for speed, cost efficiency, and dependable reasoning. It supports long context, tool and function calling, and clean JSON outputs, making it a solid fit for everyday copilots, chatbots, and lightweight automation.
About AntGroup
Ant Group is a Chinese financial technology company that operates Alipay, one of the world's largest mobile payment platforms with over 1.3 billion users. It provides digital payment, lending, insurance, wealth management, and cloud computing services for consumers and businesses globally.
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Last updated: April 6, 2026
