Ling 3.0 Tiny

Ling 3.0 Tiny

Ant Group
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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

Sup AI is a multi-LLM platform that merges outputs from several top large language models, such as GPT, Claude, Llama, and more, to generate richer, more accurate, and better-validated answers than any single model could provide. It applies real-time β€œlogprob confidence scoring,” analyzing each token’s probability to detect uncertainty or hallucination; when a model’s confidence falls below a threshold, the response is halted, helping ensure that delivered answers remain high-quality and trustworthy. Sup’s β€œmulti-model fusion” then compares, contrasts, and consolidates outputs from different models, cross-verifying and synthesizing the best parts into a final result. Sup also supports β€œmultimodal RAG” (retrieval-augmented generation) to incorporate external data (text, PDFs, images) into context-aware responses, giving the AI access to factual sources and helping it β€œnever forget” relevant information.

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

Researchers, knowledge workers, teams and professionals wanting a tool offering high-accuracy AI-assisted content generation, reasoning or research

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

$20 per month
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

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

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

Sup AI
United States
sup.ai/

Alternatives

GLM-5.2

GLM-5.2

Z.ai

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Ling 3.0 Flash

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DataGemma

DataGemma

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Categories

Categories

Integrations

Claude
Claude Haiku 4.5
Claude Mythos 5
Claude Opus 4.6
Claude Opus 4.7
Claude Sonnet 4.6
GLM-4.5V-Flash
GLM-4.6
GLM-4.6V
GLM-4.7
GLM-5
GLM-5.3
GPT-5 mini
GPT-5.1 Thinking
Gemini 3 Flash
Gemini 3.1 Pro
Hermes Agent
Mistral Large
OpenRouter
Qwen3-Max

Integrations

Claude
Claude Haiku 4.5
Claude Mythos 5
Claude Opus 4.6
Claude Opus 4.7
Claude Sonnet 4.6
GLM-4.5V-Flash
GLM-4.6
GLM-4.6V
GLM-4.7
GLM-5
GLM-5.3
GPT-5 mini
GPT-5.1 Thinking
Gemini 3 Flash
Gemini 3.1 Pro
Hermes Agent
Mistral Large
OpenRouter
Qwen3-Max
Claim Ling 3.0 Tiny and update features and information
Claim Ling 3.0 Tiny and update features and information
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Claim Sup AI and update features and information