Audience
AI developers, researchers, and teams seeking to run, evaluate, customize, or integrate a compact open-weights reasoning model with long-context and tool-use capabilities
About Ling 3.0 Tiny
Ling 3.0 Tiny is an open-weights reasoning model with 7.9B total parameters, 1.3B active parameters, and a 262K-token context window. Built with a mixture-of-experts architecture, it extends the open-weights Pareto frontier for intelligence versus active parameters and is small enough to run locally in many settings. The model scores 25 on the Artificial Analysis Intelligence Index, comparable to gpt-oss-120b (high, 24) while using 15x fewer total parameters and 4x fewer active parameters. This parameter efficiency comes with relatively high token usage, with 213M output tokens required to run the Intelligence Index. Ling 3.0 Tiny also shows substantial improvements in hallucination behavior over Ling-mini-2.0, improving its AA-Omniscience score by 59 points while maintaining similar accuracy. Rather than guessing when uncertain, it attempted only 37% of questions in the evaluation, resulting in a 30% hallucination rate compared with 96% for the previous generation.
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Integrations
Company Information
Ant Group
Founded: 2014
China
ant-ling.com
Videos and Screen Captures
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Product Details
Platforms Supported
Cloud
Training
Documentation
Support
Online
Ling 3.0 Tiny Frequently Asked Questions
Q: What kinds of users and organization types does Ling 3.0 Tiny work with?
Ling 3.0 Tiny works with these users and organization types: Mid Size Business, Small Business, Enterprise, Freelance, Nonprofit, Government, and Startup.
Q: What languages does Ling 3.0 Tiny support in their product?
Ling 3.0 Tiny supports these languages: English.
Q: What kind of support options does Ling 3.0 Tiny offer?
Ling 3.0 Tiny offers support via online.
Q: What other applications or services does Ling 3.0 Tiny integrate with?
Ling 3.0 Tiny integrates with: Claude Code, Hermes Agent, Kilo Code, OpenClaw, OpenRouter, and ZenMux.
Q: What type of training does Ling 3.0 Tiny provide?
Ling 3.0 Tiny provides training in the form of documentation.
