Ling 3.0 TinyAnt Group
|
SynUpstage AI
|
|||||
Related Products
|
||||||
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 nextβgeneration Japanese large language model coβdeveloped by Upstage and Karakuri, featuring under 14β―billion parameters and optimized for enterprise use in finance, manufacturing, legal, and healthcare. It delivers topβtier benchmark performance on the Weightsβ―&β―Biases Nejumi Leaderboard, achieving industryβleading scores for accuracy and alignment, while maintaining cost efficiency through a lightweight architecture derived from Solar Mini. Syn excels in Japanese βtruthfulnessβ and safety, understanding nuanced expressions and industryβspecific terminology, and offers flexible fineβtuning to integrate proprietary data and domain knowledge. Built for scalable deployment, it supports onβpremises, 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 enterpriseβgrade applications and seamless integration with industryβspecific 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/
|
Reviews/
|
|||||
Training
Documentation
Webinars
Live Online
In Person
|
Training
Documentation
Webinars
Live Online
In Person
|
|||||
Company InformationAnt Group
Founded: 2014
China
ant-ling.com
|
Company InformationUpstage AI
Founded: 2020
United States
www.upstage.ai/news/introducing-upstage-japan
|
|||||
Alternatives |
Alternatives |
|||||
|
|
|
|||||
|
|
|
|||||
|
|
|
|||||
|
|
|
|||||
Categories |
Categories |
|||||
Integrations
AWS Marketplace
AWS Trainium
Amazon Web Services (AWS)
Claude Code
Hermes Agent
Kilo Code
OpenClaw
OpenRouter
Solar Mini
Upstage AI
|
Integrations
AWS Marketplace
AWS Trainium
Amazon Web Services (AWS)
Claude Code
Hermes Agent
Kilo Code
OpenClaw
OpenRouter
Solar Mini
Upstage AI
|
|||||
|
|
|