Ling 3.0 Tiny

Ling 3.0 Tiny

Ant Group
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About

EXAONE Deep is a series of reasoning-enhanced language models developed by LG AI Research, featuring parameter sizes of 2.4 billion, 7.8 billion, and 32 billion. These models demonstrate superior capabilities in various reasoning tasks, including math and coding benchmarks. Notably, EXAONE Deep 2.4B outperforms other models of comparable size, EXAONE Deep 7.8B surpasses both open-weight models of similar scale and the proprietary reasoning model OpenAI o1-mini, and EXAONE Deep 32B shows competitive performance against leading open-weight models. The repository provides comprehensive documentation covering performance evaluations, quickstart guides for using EXAONE Deep models with Transformers, explanations of quantized EXAONE Deep weights in AWQ and GGUF formats, and instructions for running EXAONE Deep models locally using frameworks like llama.cpp and Ollama.

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.

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

Researchers and developers requiring a tool offering advanced language models for enhanced reasoning tasks in mathematics and coding

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

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

Free
Free Version
Free Trial

Pricing

No information available.
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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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

LG
Founded: 1947
South Korea
github.com/LG-AI-EXAONE/EXAONE-Deep

Company Information

Ant Group
Founded: 2014
China
ant-ling.com

Alternatives

Alternatives

GLM-5.2

GLM-5.2

Zhipu AI
Phi-4-reasoning

Phi-4-reasoning

Microsoft
Kimi K3

Kimi K3

Moonshot AI
DeepSeek R1

DeepSeek R1

DeepSeek
Qwen3.8-Max

Qwen3.8-Max

Alibaba
Inkling

Inkling

Thinking Machines Lab
Ling 2.6 Flash

Ling 2.6 Flash

Ant Group
Ling 3.0 Flash

Ling 3.0 Flash

Ant Group

Categories

Categories

Integrations

Claude Code
Hermes Agent
Kilo Code
Ollama
OpenAI
OpenAI o1-mini
OpenClaw
OpenRouter
ZenMux

Integrations

Claude Code
Hermes Agent
Kilo Code
Ollama
OpenAI
OpenAI o1-mini
OpenClaw
OpenRouter
ZenMux
Claim EXAONE Deep and update features and information
Claim EXAONE Deep and update features and information
Claim Ling 3.0 Tiny and update features and information
Claim Ling 3.0 Tiny and update features and information