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AI Model Release Tracker China · updated
  • 5Releases tracked
  • Nov 5Latest · Ling-3.2-flash
  • 80%Open-weight
  • CNChina

InclusionAI is an AI research organization founded by Ant Group that serves as the home of the group's artificial general intelligence initiative and publishes large language models and related systems. Its main families are Ling, a general-purpose Mixture of Experts language model series that Ant Group develops and open-sources, Ring, a reasoning model line derived from Ling, and Ming, which covers omni-modal and speech models. Its tracked releases mix open and closed weights. Ling-3.1-flash, released on September 30, 2026, is a roughly 560B MoE hybrid-reasoning model offered through the Ant Ling API, with weights promised but not yet published. The MIT-licensed Ming-3.0 TTS and ASR models followed on October 19, 2026.

InclusionAI (Ant Ling)

China inclusion-ai.org

5 releases latest Nov 5, 2026

  1. Ling-3.2-flash

    Native multimodal MoE (560B total, 25B active) with image/text/video input; focuses on visual understanding, long-horizon agents, 3D and medical multimodal. Free API for first 2 weeks.

    • Multimodal
    • API
    • App
    • 1M ctx
    Source

  2. Ling-3.1-flash-1019

    Upgraded Ling-3.1-flash checkpoint (560B total, 25B active MoE, 1M context) tuned for reasoning and agentic work; AA Intelligence Index 44 vs 41. MIT weights on Hugging Face Oct 27.

    • Reasoning
    • Open weights
    • 1M ctx
    Source

  3. Ming-3.0-tts (0.5b and tiny) and Ming-3.0-asr-tiny

    MIT-licensed Ming-3.0 speech family: dense 0.5b and Ling V3 MoE tiny (7.9B total, 1.3B active) TTS with voice cloning and paralinguistic tags, plus a context-aware Chinese/English ASR model.

    • Audio
    • Open weights
    Source

  4. Ling-3.0-flash-Sante

    MIT healthcare research model built on Ling-3.0-flash: 124B total, 5.1B active hybrid-linear MoE trained to 256K tokens. Not a medical device.

    • LLM
    • Open weights
    Source

  5. Ling-3.1-flash

    Ant InclusionAI 560B MoE (25B active) native hybrid-reasoning model with a 1M-token context window; MIT-licensed weights published Oct 13, 2026 at huggingface.co/inclusionAI/Ling-3.1-flash.

    • Reasoning
    • Open weights
    • API
    • Preview
    • 1M ctx
    Source

InclusionAI (Ant Ling) FAQ

What is InclusionAI (Ant Ling)'s latest AI model?
InclusionAI (Ant Ling)'s most recent release in the Startrise tracker is Ling-3.2-flash, released Nov 5, 2026.
How many AI models has InclusionAI (Ant Ling) released?
Startrise tracks 5 notable InclusionAI (Ant Ling) releases since January 2025, from Ling-3.1-flash (Sep 30, 2026) to Ling-3.2-flash.
Does InclusionAI (Ant Ling) release open-weight models?
Yes. 4 of 5 tracked InclusionAI (Ant Ling) releases (80%) ship with downloadable weights; the most recent is Ling-3.1-flash-1019.
Where is InclusionAI (Ant Ling) based?
InclusionAI (Ant Ling) is based in China.