# Ant Ling — Ming-Lite-Uni: Advancements in Unified Architecture for Natural Multimodal Interaction

- Company: Ant Ling (ant-ling.com)
- Announced: 2025-05-07
- Category: open-weight-release
- Coverage: not counted
- Announcement: yes
- Group: models
- Source: https://developer.ant-ling.com/en/blogs/ming-lite-uni
- Record: https://forck.live/items/22351-ming-lite-uni-advancements-in-unified-architecture-for-natural-multimodal
- Subject: Ling / Ring / Ming
- Open weights: yes
- Models affected: Ming-Lite-Uni

Ant Ling released Ming-Lite-Uni, an open-source multimodal framework that integrates a unified visual generator with a native multimodal autoregressive model for vision and language tasks. The framework supports text-to-image generation and instruction-based image editing, achieving an average understanding score of 69.7 on OpenCompass and an image generation score of 0.62 on GenEval. It is currently in alpha phase and available with full model weights and test code.

## Evidence

Verbatim from https://developer.ant-ling.com/en/blogs/ming-lite-uni:

> Ming-Lite-Uni is an open-source multimodal framework that includes a newly developed unified visual generator, and a native multimodal autoregressive model meant to integrate vision and language.

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Record: https://forck.live/items/22351-ming-lite-uni-advancements-in-unified-architecture-for-natural-multimodal
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