MoE model series with foundation (Ling), reasoning (Ring) and any-to-any (Ming) from Ant Group’s AGI initiative, @TheInclusionAI. discord.gg/jQtDsU5J6C

Pinned Tweet
Meet Ling-3.1-flash: ~560B total params, ~25B active/token, up to 1M-token context. We plan to open-source the model soon. Across work, coding & healthcare: 1,673 Elo on GDPVal-AA v2.1, 75.16 on FrontierSWE, and 65.35 on HealthBench Professional.
117
175
2,073
882,511
Meet Ling-3.1-flash: ~560B total params, ~25B active/token, up to 1M-token context. We plan to open-source the model soon. Across work, coding & healthcare: 1,673 Elo on GDPVal-AA v2.1, 75.16 on FrontierSWE, and 65.35 on HealthBench Professional.
117
175
2,073
882,511
What will you build with Ling-3.1-flash? We’d love to see your demos and hear your feedback. Join the official Ant Ling Discord to share your work and follow what’s next: discord.gg/GNaQc8WC5T
3
22
3,557
Ant Ling retweeted
🥳 Meet our brand new model family, Ming-Image-0.1-Design! 1️⃣ Ming-Image-0.1-Design is a 6B text-to-image model for UI, infographics, posters, and other text-rich visual designs, while 2️⃣ Ming-Image-0.1-Design-Layer converts flattened graphics into 2–9 independently editable RGBA layers. We would also like to introduce you 2 open-source Agent Skills: the Ling UI Design Skill and the Image-to-Editable-PPT Skill. #inclusionAI #opensource #ImageModel Download and try out now🤗: 🔗Hugging Face huggingface.co/inclusionAI/M… huggingface.co/inclusionAI/M… 🔗ModelScope modelscope.cn/models/inclusi… modelscope.cn/models/inclusi…
We’re open-sourcing the Ming-Image-0.1-Design family: • Ming-Image-0.1-Design, 6B • Ming-Image-0.1-Design-Layer, 6B • Two open-source Agent Skills: the Ling UI Design Skill and the Image-to-Editable-PPT Skill Ming-Image-0.1-Design ranks #1 among open-weight models on Artificial Analysis’s UI/UX Design leaderboard. 🧵
5
8
104
6,997
Enjoy the best Text to Image UI/UX Design model in the market with our Day0 partner @novita_labs 🤠🥰
Ming-Image-0.1-Design from @AntLingAGI is now available via Novita on @OpenRouter. Launching as a Day-0 partner ⚡ 🎁 Free for 14 days. A text-to-image model built for graphic-design output and legible text rendering.
11
2
37
3,631
Ant Ling retweeted
Ming-Image-0.1-Design from @AntLingAGI is now available via Novita on @OpenRouter. Launching as a Day-0 partner ⚡ 🎁 Free for 14 days. A text-to-image model built for graphic-design output and legible text rendering.
6
3
23
4,952
As of Sep 23 at 9:00 AM PT, Ling-3.0-flash-VL has transitioned from free to paid access on @OpenRouter, with limited-time discounted pricing: • Input: $0.021 • Output: $0.063 • Cache hit: $0.0042 Prices are per 1M tokens. Keep building with Ant Ling! openrouter.ai/inclusionai/li…
5
4
35
2,248
Thanks @ValsAI for the high-caliber eval! The term "flash" is a bit "misleading" now. With 124B total size and 5.1B activation, Ling-3.0-flash-fin is a "flash lite" with high intelligence density. Enjoy the free API while it last. We also have fp4 quant to be used on local AI 😛
Ant Group’s Ling 3.0 Flash Fin is a finance-specialized open-weight model that delivers strong financial analysis at budget-model pricing. On Finance Agent v2, it scores 54.9% at just $0.045 per task.
14
1
72
4,228
Ant Ling retweeted
Ant Group’s Ling 3.0 Flash Fin is a finance-specialized open-weight model that delivers strong financial analysis at budget-model pricing. On Finance Agent v2, it scores 54.9% at just $0.045 per task.
5
5
48
7,575
We’re open-sourcing the Ming-Image-0.1-Design family: • Ming-Image-0.1-Design, 6B • Ming-Image-0.1-Design-Layer, 6B • Two open-source Agent Skills: the Ling UI Design Skill and the Image-to-Editable-PPT Skill Ming-Image-0.1-Design ranks #1 among open-weight models on Artificial Analysis’s UI/UX Design leaderboard. 🧵
41
155
1,303
506,653