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BIG TECH · MAINLAND CHINA · LANGUAGE MODELS

Ant Group 蚂蚁集团

Ling model research from Ant Group, alongside its financial technology businesses. github.com

Use & access

Official siteantgroup.comHugging Face: inclusionAIGitHub: inclusionAI

Product links & documentation

International access and licensing have not been verified here. Check the official product terms.

Products

Model family

  • Ling

    Open-weight MoE LLM family from Ant's inclusionAI lab.

    Source

Verified model profiles

No verified model profiles yet.

Recent model release coverage

Published Events; a news report does not establish a verified model profile.

  1. inclusionAI released GLM-5.3-Flash-singprobe, a streaming safety probe for GLM-5.3-Flash
  2. inclusionAI released SingProbe, a streaming guardrail probe for Qwen3.8-Flash-Next
  3. inclusionAI released Ling-3.0-tiny-UBTree speculative-decoding draft model on Hugging Face
  4. inclusionAI released Ling-3.0-flash-UBTree speculative-decoding draft model on Hugging Face
  5. inclusionAI open-sourced Ming-3.0-asr-tiny, a context-aware ASR model for Chinese and English

Latest Events

  1. Inclusion AI open-sources IDM inference code for one-step and few-step text-to-image generation
  2. inclusionAI released GLM-5.3-Flash-singprobe, a streaming safety probe for GLM-5.3-Flash
  3. inclusionAI released SingProbe, a streaming guardrail probe for Qwen3.8-Flash-Next
  4. inclusionAI released Ling-3.0-tiny-UBTree speculative-decoding draft model on Hugging Face
  5. Reportedly: Ant Group open-sources Ling-3.1-flash model with up to 1M context
  6. inclusionAI released Ling-3.0-flash-UBTree speculative-decoding draft model on Hugging Face
  7. inclusionAI open-sourced Ming-3.0-asr-tiny, a context-aware ASR model for Chinese and English
  8. Ant Group releases DefakerOne2, a 2B vision-forensics foundation model covering digital and physical image and video forgery
  9. Ant Group releases PolyOCR-Venus OCR foundation models
  10. inclusionAI released LemonDecider, a 4B decision model with explicit abstention
  11. Reportedly: Ant Group's Ling-3.1-flash launches with 560B total parameters and 1M context
  12. Ant Group's inclusionAI published EU AI Act training-content summaries for Ling, Ring, and Ming models
  13. inclusionAI open-sourced Ming-3.0-tts-0.5B, a multilingual TTS model with voice cloning
  14. Ant Group's inclusionAI open-sourced Ming-Image-0.1-Design-Layer for RGBA layer decomposition
  15. Ant Group's inclusionAI releases Ming-Image open-source visual design models
  16. inclusionAI open-sourced Step-3.7-Flash-singprobe, a streaming safety probe for Step-3.7-Flash
  17. inclusionAI released Qwen3.8-27B-singprobe, a streaming guardrail probe for Qwen3.8-27B
  18. inclusionAI released SingProbe, an intrinsic streaming guardrail for Qwen3.5-397B-A17B
  19. inclusionAI open-sourced SingProbe, a streaming guardrail for gpt-oss-120b
  20. inclusionAI open-sourced Qwen3.6-35B-A3B-singprobe, a streaming safety probe for Qwen3.6-35B-A3B