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Ant Ling — forck

The last 8 weeks

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Lead story

Ant Ling· 3h ago

Ling-3.1-flash is now open source: ~560B total parameters, ~25B active per token and up to 1M context.

Open-source MoE model with 1M context

@AntLingAGI RSS

Ant Ling

The last 8 weeks

2
postsFirst-partypeak 1
0
outlets reportedOn 0 posts

Just landed

Open-weight release

Ant Ling

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

Site: ant-ling.com

@AntLingAGI on X

Every post, as it lands

3h agoLing-3.1-flash is now open source: ~560B total parameters, ~25B active per token and up to 1M context.
26 days agoLing-3.0-flash for AI Agents: Open-Weight Intelligence with Lower Token Costs
24 JulLing-3.0-flash: More Useful Work per Token
23 AprLing-2.6-flash Release: Faster Response, Stronger Execution, Higher Token Efficiency
1 AprTaking the Pulse of Agentic AI from the Developer Community at the End of Q1 2026
4 MarMing-Omni-TTS: Simple and Efficient Unified Generation of Speech, Music, and Sound with Precise Control
14 FebUsing Ring 1T with Claude Code via ZenMux
17 DecThe Community Stories of vLLM and SGLang
28 OctMing-flash-omni-Preview: A Sparse, Unified Architecture for Multimodal Perception and Generation
11 OctOpen Source LLM Development Landscape 2.0: 2025 Revisited
1 OctMing-UniVision: Joint Image Understanding and Generation via a Unified Continuous Tokenizer
1 OctMing-UniAudio: Speech LLM for Joint Understanding, Generation and Editing with Unified Representation

Everything else, by date

Ling-3.0-flash for AI Agents: Open-Weight Intelligence with Lower Token Costs18 Sep
Ling-3.0-flash: More Useful Work per TokenNew model24 Jul
Ling-2.6-flash Release: Faster Response, Stronger Execution, Higher Token EfficiencyNew model23 Apr
Taking the Pulse of Agentic AI from the Developer Community at the End of Q1 20261 Apr
Ming-Omni-TTS: Simple and Efficient Unified Generation of Speech, Music, and Sound with Precise ControlNew model4 Mar
Using Ring 1T with Claude Code via ZenMux14 Feb
The Community Stories of vLLM and SGLang17 Dec
Ming-flash-omni-Preview: A Sparse, Unified Architecture for Multimodal Perception and Generation28 Oct
Open Source LLM Development Landscape 2.0: 2025 Revisited11 Oct
Ming-UniVision: Joint Image Understanding and Generation via a Unified Continuous Tokenizer1 Oct
Ming-UniAudio: Speech LLM for Joint Understanding, Generation and Editing with Unified Representation1 Oct
Segmentation-as-Editing for Unified Multimodal AI13 Sep

+15 more postsShow fewer

Introducing Ring-lite-25075 Aug
Introducing Ming-Lite-Omni V1.521 Jul
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning11 Jul
ABench: An Evolving Open-Source Benchmark8 Jul
AWorld: The Agent Runtime for Self-Improvement

Ask your AI

Your brief, straight from the record

Connect once, then ask Claude or ChatGPT what changed for the tools you use. Every item is cited to its record.

+ any MCP app

Connect your AI →

Ant Ling

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

Site: ant-ling.com

@AntLingAGI on X

Every post, as it lands

3h agoLing-3.1-flash is now open source: ~560B total parameters, ~25B active per token and up to 1M context.
26 days agoLing-3.0-flash for AI Agents: Open-Weight Intelligence with Lower Token Costs
24 JulLing-3.0-flash: More Useful Work per Token
23 AprLing-2.6-flash Release: Faster Response, Stronger Execution, Higher Token Efficiency
1 AprTaking the Pulse of Agentic AI from the Developer Community at the End of Q1 2026
4 MarMing-Omni-TTS: Simple and Efficient Unified Generation of Speech, Music, and Sound with Precise Control
14 FebUsing Ring 1T with Claude Code via ZenMux
17 DecThe Community Stories of vLLM and SGLang
28 OctMing-flash-omni-Preview: A Sparse, Unified Architecture for Multimodal Perception and Generation
11 OctOpen Source LLM Development Landscape 2.0: 2025 Revisited
1 OctMing-UniVision: Joint Image Understanding and Generation via a Unified Continuous Tokenizer
1 OctMing-UniAudio: Speech LLM for Joint Understanding, Generation and Editing with Unified Representation

Ask your AI

Your brief, straight from the record

Connect once, then ask Claude or ChatGPT what changed for the tools you use. Every item is cited to its record.

+ any MCP app

Connect your AI →

7 Jul

Ming-Omni: A Unified Multimodal Model for Perception and Generation11 Jun

Open Source LLM Development 2025: Landscape, Trends and Insights11 Jun

Ling: A MoE LLM Provided and Open-sourced by InclusionAI8 May

Ming-Lite-Uni: Advancements in Unified Architecture for Natural Multimodal Interaction7 May

Ming-Lite-Omni-Preview: A MoE Model Designed to Perceive a Wide Range of Modalities5 May

Ring: A Reasoning MoE LLM Provided and Open-sourced by InclusionAI1 Apr

PromptCoT & PromptCoT-Mamba: Advancing the Frontiers of Reasoning1 Apr

In RL we trust — AReaL v0.2 (Boba) Release1 Apr

AReaL: Ant Reasoning Reinforcement Learning for LLMs1 Apr

Agentic Learning1 Apr