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Ling mini 2.0

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.
New Text Gen 7
Released: September 10, 2025

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 fintech and tech company, operator of Alipay, providing payments, digital finance, and technology services worldwide via Ant International.

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Tools using Ling mini 2.0

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Last updated: February 3, 2026
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