Ling 3.0 Tiny

Ling 3.0 Tiny

Ant Group
Syn

Syn

Upstage AI
+
+

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About

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.

About

Syn is a next‑generation Japanese large language model co‑developed by Upstage and Karakuri, featuring under 14β€―billion parameters and optimized for enterprise use in finance, manufacturing, legal, and healthcare. It delivers top‑tier benchmark performance on the Weightsβ€―&β€―Biases Nejumi Leaderboard, achieving industry‑leading scores for accuracy and alignment, while maintaining cost efficiency through a lightweight architecture derived from Solar Mini. Syn excels in Japanese β€œtruthfulness” and safety, understanding nuanced expressions and industry‑specific terminology, and offers flexible fine‑tuning to integrate proprietary data and domain knowledge. Built for scalable deployment, it supports on‑premises, AWSβ€―Marketplace, and cloud environments, with security and compliance safeguards tailored to enterprise requirements. Leveraging AWS Trainium, Syn reduces training costs by approximately 50β€―percent compared to traditional GPU setups, enabling rapid customization of use cases.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

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

Audience

Companies seeking a tool tailored for enterprise‑grade applications and seamless integration with industry‑specific workflows

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

$0.1 per 1M tokens
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Ant Group
Founded: 2014
China
ant-ling.com

Company Information

Upstage AI
Founded: 2020
United States
www.upstage.ai/news/introducing-upstage-japan

Alternatives

GLM-5.2

GLM-5.2

Zhipu AI

Alternatives

Solar Mini

Solar Mini

Upstage AI
Kimi K3

Kimi K3

Moonshot AI
Solar Pro 2

Solar Pro 2

Upstage AI
Qwen3.8-Max

Qwen3.8-Max

Alibaba
Ling 2.6 Flash

Ling 2.6 Flash

Ant Group
Phi-4-reasoning

Phi-4-reasoning

Microsoft
Ling 3.0 Flash

Ling 3.0 Flash

Ant Group
Xgen-small

Xgen-small

Salesforce

Categories

Categories

Integrations

AWS Marketplace
AWS Trainium
Amazon Web Services (AWS)
Claude Code
Hermes Agent
Kilo Code
OpenClaw
OpenRouter
Solar Mini
Upstage AI
ZenMux

Integrations

AWS Marketplace
AWS Trainium
Amazon Web Services (AWS)
Claude Code
Hermes Agent
Kilo Code
OpenClaw
OpenRouter
Solar Mini
Upstage AI
ZenMux
Claim Ling 3.0 Tiny and update features and information
Claim Ling 3.0 Tiny and update features and information
Claim Syn and update features and information
Claim Syn and update features and information