# 蚂蚁 inclusionAI 发布 Ling、Ring、Ming 系列模型训练内容摘要

- 来源：蚂蚁 inclusionAI：HuggingFace 新模型
- 发布时间：2026-09-24 16:37
- AIHOT 分数：49
- AIHOT 链接：https://aihot.news/items/cmufattvx0410roagt36jur76
- 原文链接：https://huggingface.co/inclusionAI/AI-Transparency

## AI 摘要

蚂蚁 inclusionAI 在 HuggingFace 发布 AI-Transparency 仓库，公开 Ling-2.0 至 Ling-3.0、Ring-2.0 至 Ring-2.6、Ming-Omni、Ming-UniAudio-16B-A3B、Ming-UniVision-16B-A3B 等模型的训练内容摘要。

## 正文

Ant Ling — Training Content Summaries

This repository provides public training-content summaries for the model versions identified in the documents below. It contains documentation, not model weights or training datasets.

The summaries are organized using the public training-content summary template associated with Article 53(1)(d) of Regulation (EU) 2024/1689. The scope of each document is limited to the model names and versions it identifies. A collection membership, model-family name, quantization suffix, or similar repository name does not extend that scope.

Documents

Document Model names stated in the document PDF

Ling-2.0 Ling-2.0 (including Ling 1T, Ling-flash 2.0, and Ling-mini-2.0) Download

Ling-2.5 Ling-2.5 Download

Ling-2.6 Ling-2.6-1T (including Ling-2.6-flash and Ling-2.6-1T) Download

Ling-3.0-LLM Ling-3.0 LLM (including Ling-3.0-flash, Ling-3.0-tiny, Ling-3.0-flash-fin) Download

Ling-3.0-VL Ling-3.0-flash-VL Download

Ring-2.0 Ring-2.0 (including Ring 1T, Ring-flash 2.0, and Ring-mini-2.0) Download

Ring-2.5 Ring-2.5-1T Download

Ring-2.6 Ring-2.6-1T Download

Ming-Omni Ming-Omni (including Ming-flash-omni-preview and Ming-flash-omni-2.0) Download

Ming-UniAudio Ming-UniAudio-16B-A3B Download

Ming-UniVision Ming-UniVision-16B-A3B Download

Reading the summaries

Each summary identifies its own version and update date. It describes training content at the level specified in that document; it does not distribute the underlying training data or grant rights to third-party content. Refer to the relevant model repository for model capabilities, usage instructions, limitations, and license terms.

The existence of these documents is not a certification, an endorsement by an authority, or a statement that every model in the inclusionAI organization or its collections is covered.

Contact

For questions about these documents, use the contact details in the relevant summary or the provider’s official contact page.

Version history

The PDF’s version and update date identify the document version. Repository commit history records changes to the published files. The date shown inside a PDF should not be interpreted as proof of its first online publication date.