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Recent Activity

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inclusionAI/Ming-Image-0.1-Design:github link

Williechai new activity 1 day ago

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m1ngcheng updated a Space 2 days ago

inclusionAI/README

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Papers

RULER: Instance-aware Rubric Rewards for SVG Generation

Realtime-Venus: A full-duplex interaction system with asynchronous delegation

View all Papers

Team members 111
private

inclusionAI 's collections 37

Ling 3.0 Fin

Ling 3.0 Fin Models

inclusionAI/Ling-3.0-flash-Fin

Text Generation • 127B • Updated 3 days ago • 2.46k • • 113
inclusionAI/FinFIRST

Viewer • Updated 24 days ago • 123 • 4.17k • 17
inclusionAI/Ling-3.0-flash-Fin-fp8

Text Generation • 127B • Updated 17 days ago • 114 • 2
inclusionAI/Ling-3.0-flash-Fin-int4

Text Generation • 127B • Updated 17 days ago • 134 • 2

LLaDA-Image

LLaDA-Image: Building Strong Image Generators with Fully Open Training Recipes

Paper • 2609.03796 • Published 24 days ago • 185
inclusionAI/LLaDA-Image

Text-to-Image • 7B • Updated 23 days ago • 1.08k • 90
inclusionAI/LLaDA-Image-Turbo

Text-to-Image • 7B • Updated 23 days ago • 1.83k • 49
inclusionAI/LLaDA-Image-FP8

Text-to-Image • 7B • Updated 23 days ago • 246 • 9

SingProbe

inclusionAI/SingStreamBench

Viewer • Updated 26 days ago • 210 • 161 • 6
inclusionAI/Ling-3.0-flash-singprobe

5.18M • Updated 26 days ago • 152 • 7
inclusionAI/Ling-3.0-tiny-singprobe

3.22M • Updated 26 days ago • 157 • 7
SingProbe Technical Report

Paper • 2608.30703 • Published 27 days ago • 11

SingGuard-NSFA

Extensible Guardrails for Agentic AI via Generative Reasoning and Real-Time Classification

inclusionAI/SingGuard-NSFA-0.8B

Image-Text-to-Text • 1B • Updated Jul 16 • 764 • 8
inclusionAI/SingGuard-NSFA-2B

Image-Text-to-Text • 3B • Updated Jul 16 • 221 • 3
inclusionAI/SingGuard-NSFA-4B

Image-Text-to-Text • 5B • Updated Jul 16 • 612 • 5
inclusionAI/SingGuard-NSFA-9B

Image-Text-to-Text • 9B • Updated Jul 16 • 190 • 6

Ling 2.6

Ling-2.6 series is designed for real-world agents that require fast responses, strong execution, and high token efficiency, with several sized SKUs.

inclusionAI/Ling-2.6-1T

Text Generation • 1T • Updated 3 days ago • 1.29k • • 508
inclusionAI/Ling-2.6-flash

Text Generation • 107B • Updated 3 days ago • 2.33k • 506
inclusionAI/Ling-2.6-flash-fp8

108B • Updated Apr 28 • 135 • 13
inclusionAI/Ling-2.6-flash-int4

107B • Updated Apr 28 • 148 • 17

Sing-Guard

inclusionAI/SingGuard-2b

Image-Text-to-Text • 2B • Updated Aug 21 • 313 • 13
inclusionAI/SingGuard-4b

4B • Updated Jun 23 • 227 • 8
inclusionAI/SingGuard-8b

9B • Updated Jun 23 • 529 • 7
inclusionAI/SingGuard-2b-GGUF

2B • Updated Jun 23 • 261 • 3

LingBot-VA

robbyant/lingbot-va-base

Robotics • Updated Apr 24 • 31
robbyant/lingbot-va-posttrain-libero-long

Robotics • Updated Apr 24 • 2
robbyant/lingbot-va-posttrain-robotwin

Robotics • Updated Apr 24 • 10

LingBot-Depth

robbyant/lingbot-depth

Depth Estimation • Updated Jan 28 • 84
robbyant/lingbot-depth-pretrain-vitl-14

Depth Estimation • Updated Jan 28 • 8
robbyant/mdm_depth

Updated Apr 17 • 11.4k • 36

DR-Venus

inclusionAI/DR-Venus-4B-SFT

4B • Updated Apr 28 • 43 • 7
inclusionAI/DR-Venus-4B-RL

4B • Updated Jun 30 • 51 • 15
DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data

Paper • 2604.19859 • Published Apr 21 • 52
inclusionAI/DR-Venus-4B-RL-GGUF

4B • Updated Apr 28 • 325 • 10

Ring 2.5

inclusionAI/Ring-2.5-1T

Text Generation • 1T • Updated 3 days ago • 4.15k • 243

AReaL-SEA

inclusionAI/AReaL-SEA-235B-A22B

Text Generation • 235B • Updated Mar 2 • 108 • 5
inclusionAI/AReaL-tau2-telecom-user-sft-30B

33B • Updated Mar 5 • 125 • 1
inclusionAI/AReaL-tau2-airline-sft-30B

31B • Updated Mar 4 • 40 • 1
inclusionAI/AReaL-tau2-retail-sft-30B

31B • Updated Mar 4 • 241 • 1

Ring 2.0

inclusionAI/Ring-1T

Text Generation • 1000B • Updated 3 days ago • 811 • • 233
inclusionAI/Ring-flash-2.0

Text Generation • 103B • Updated 3 days ago • 548 • 104
inclusionAI/Ring-mini-2.0

Text Generation • 16B • Updated 3 days ago • 545 • 188
inclusionAI/Ring-mini-linear-2.0

Text Generation • 16B • Updated Oct 23, 2025 • 1.66k • 89

LLaDA2.0

LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model

Paper • 2604.20796 • Published Apr 22 • 106
inclusionAI/LLaDA2.0-Uni

Any-to-Any • 16B • Updated May 27 • 392 • 251
inclusionAI/LLaDA2.0-Uni-FP8

Any-to-Any • 16B • Updated May 27 • 132 • 5
LLaDA2.0: Scaling Up Diffusion Language Models to 100B

Paper • 2512.15745 • Published Dec 10, 2025 • 89

Ring

Ring is a reasoning MoE LLM provided and open-sourced by InclusionAI, derived from Ling.

inclusionAI/Ring-lite

Text Generation • 17B • Updated Aug 18, 2025 • 180 • 49
inclusionAI/Ring-lite-2507

17B • Updated Aug 5, 2025 • 93 • 61
inclusionAI/Ring-lite-2506

17B • Updated Aug 6, 2025 • 92 • 36
inclusionAI/Ring-lite-distill-preview

Text Generation • 17B • Updated Sep 17, 2025 • 111 • 46

AWorld

The Agent Runtime for Self-Improvement

inclusionAI/Qwen3-32B-AWorld

Text Generation • 33B • Updated Sep 1, 2025 • 46 • 15
inclusionAI/V2P-7B

8B • Updated Oct 13, 2025 • 34 • 9

UI-Venus

UI-Venus-2 Technical Report

Paper • 2609.00028 • Published Aug 27 • 64
inclusionAI/UI-Venus-2-9B

Image-Text-to-Text • 1.47M • Updated 25 days ago • 8.13k • • 35
inclusionAI/VenusBench-CAPTCHA

Viewer • Updated 25 days ago • 219 • 2.32k • 6
UI-Venus-1.5 Technical Report

Paper • 2602.09082 • Published Feb 9 • 120

ASearcher

inclusionAI/ASearcher-Local-14B

Updated Aug 13, 2025 • 129 • 29
inclusionAI/ASearcher-Web-14B

Updated Aug 13, 2025 • 132 • 23
inclusionAI/ASearcher-Web-7B

Updated Aug 13, 2025 • 146 • 22
inclusionAI/ASearcher-Web-QwQ

Updated Aug 13, 2025 • 138 • 23

AReaL-boba

inclusionAI/AReaL-boba-Data

Preview • Updated Mar 29, 2025 • 245 • 25
inclusionAI/AReaL-boba-RL-7B

Updated Mar 30, 2025 • 139 • 21
inclusionAI/AReaL-boba-SFT-32B

Updated Mar 30, 2025 • 31 • 24

Ming

Ming-Omni: A Unified Multimodal Model for Perception and Generation

Paper • 2506.09344 • Published Jun 11, 2025 • 31
inclusionAI/Ming-Lite-Omni

Any-to-Any • 19B • Updated Oct 27, 2025 • 94 • 200
inclusionAI/Ming-Lite-Omni-1.5

Any-to-Any • 19B • Updated Aug 29, 2025 • 1.42k • 84
inclusionAI/Ming-UniAudio-16B-A3B

Any-to-Any • 18B • Updated 3 days ago • 105 • 80

Ling 3.0

inclusionAI/Ling-3.0-flash-dspark

Text Generation • 1B • Updated Aug 22 • 2.07k • 19
inclusionAI/Ling-3.0-tiny

Text Generation • 8B • Updated 3 days ago • 18.9k • 491
inclusionAI/Ling-3.0-tiny-fp8

8B • Updated Aug 19 • 7.31k • 31
inclusionAI/Ling-3.0-tiny-int4

8B • Updated Aug 19 • 14.5k • 32

LLaDA2.2

inclusionAI/LLaDA2.2-flash

Text Generation • 103B • Updated Aug 20 • 726 • 91
inclusionAI/LLaDA2.2-mini

Text Generation • 16B • Updated 22 days ago • 995 • 30

ConceptEdit

Unlocking the Potential of Image Editing via Concept Scaling and Dense Supervision

Paper • 2608.16812 • Published Aug 17 • 50
inclusionAI/ConceptEdit-12M

Updated Aug 25 • 54.1k • 47
inclusionAI/ConceptEdit-Bench

Preview • Updated Aug 24 • 86 • 2

Ring 2.6

Ring

inclusionAI/Ring-2.6-1T

Text Generation • 1T • Updated 3 days ago • 1.12k • 106

LLaDA2.1

LLaDA2.1: Speeding Up Text Diffusion via Token Editing

Paper • 2602.08676 • Published Feb 9 • 71
inclusionAI/LLaDA2.1-mini

Text Generation • 16B • Updated Apr 13 • 119k • 126
inclusionAI/LLaDA2.1-flash

Text Generation • 103B • Updated Apr 13 • 1.16k • 93

LingBot-Map

robbyant/lingbot-map

Updated Jul 11 • 328
robbyant/lingbot-map-demo

Viewer • Updated Jul 23 • 2.16k • 614 • 6

LingBot-World

robbyant/lingbot-world-base-cam

Image-to-Video • Updated Feb 2 • 345
robbyant/lingbot-world-base-act-preview

Image-to-Video • Updated Jul 8 • 21
robbyant/lingbot-world-fast

Image-to-Video • 19B • Updated Apr 2 • 19.9k • 22
robbyant/lingbot-world-fast-diffusers

Image-to-Video • 19B • Updated May 29 • 3.87k • 7

LingBot-VLA

robbyant/lingbot-vla-4b

4B • Updated Apr 30 • 1.23k • 32
robbyant/lingbot-vla-4b-depth

4B • Updated Apr 30 • 133 • 19
robbyant/lingbot-vla-4b-posttrain-robotwin

4B • Updated Apr 30 • 417 • 3
robbyant/lingbot-vla-4b-depth-posttrain-robotwin

4B • Updated Apr 30 • 74 • 2

Ling 2.5

The newest flagship non-reasoning model series.

inclusionAI/Ling-2.5-1T

Text Generation • 1T • Updated 3 days ago • 739 • 114

Ming 2.0

Ming is the multi-modal series of any-to-any models developed by Ant Ling team.

inclusionAI/Ming-flash-omni-2.0

Any-to-Any • 104B • Updated 3 days ago • 5.05k • 276
inclusionAI/Ming-omni-tts-16.8B-A3B

Text-to-Speech • 18B • Updated Jun 15 • 112 • 54
inclusionAI/Ming-omni-tts-0.5B

Text-to-Speech • 2B • Updated Feb 25 • 22.1k • 39
inclusionAI/Ming-omni-tts-tokenizer-12Hz

Audio-to-Audio • 0.8B • Updated Feb 25 • 82 • 10

Zooming-without-Zooming

Zooming without Zooming: Region-to-Image Distillation for Fine-Grained Multimodal Perception

Paper • 2602.11858 • Published Feb 12 • 62
inclusionAI/ZwZ-4B

Image-Text-to-Text • 5B • Updated Mar 4 • 225 • 34
inclusionAI/ZwZ-8B

Image-Text-to-Text • 9B • Updated Apr 13 • 175 • 50
inclusionAI/ZwZ-RL-VQA

Viewer • Updated May 28 • 111k • 3.67k • 17

Ling 2.0

inclusionAI/Ling-1T

Text Generation • 1000B • Updated 3 days ago • 3.04k • • 547
inclusionAI/Ling-flash-2.0

Text Generation • 103B • Updated 3 days ago • 2.88k • 220
inclusionAI/Ling-mini-2.0

Text Generation • 16B • Updated 3 days ago • 9.5k • 206
inclusionAI/Ling-mini-2.0-GGUF

16B • Updated Sep 25, 2025 • 2.5k • 28

TwinFlow

A collection of TwinFlow-accelerated diffusion models

TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows

Paper • 2512.05150 • Published Dec 3, 2025 • 76
inclusionAI/TwinFlow

Text-to-Image • Updated Dec 29, 2025 • 24 • 125
inclusionAI/TwinFlow-Z-Image-Turbo

Text-to-Image • Updated Dec 29, 2025 • 35 • 213

LLaDA

inclusionAI/LLaDA-MoE-7B-A1B-Base

Text Generation • 7B • Updated Oct 28, 2025 • 711 • 36
inclusionAI/LLaDA-MoE-7B-A1B-Instruct

7B • Updated Oct 28, 2025 • 634 • 77
inclusionAI/LLaDA-MoE-7B-A1B-Instruct-TD

7B • Updated Oct 28, 2025 • 120 • 11

GroveMoE

GroveMoE is an open-source family of large language models developed by the AGI Center, Ant Research Institute.

Grove MoE: Towards Efficient and Superior MoE LLMs with Adjugate Experts

Paper • 2508.07785 • Published Aug 11, 2025 • 29
inclusionAI/GroveMoE-Inst

Text Generation • 33B • Updated Sep 12, 2025 • 1.66k • 45
inclusionAI/GroveMoE-Base

Text Generation • 33B • Updated Sep 12, 2025 • 67 • 3

Ling

inclusionAI/Ling-lite-1.5-2507

Text Generation • 17B • Updated Aug 10, 2025 • 160 • 77
inclusionAI/Ling-lite-1.5-2506

Text Generation • 17B • Updated Jul 25, 2025 • 122 • 52
inclusionAI/Ling-lite-1.5

Text Generation • 17B • Updated Apr 13 • 3.57k • 57
inclusionAI/Ling-lite-base-1.5

Text Generation • 17B • Updated May 14, 2025 • 141 • 33

AReaL-boba-2

inclusionAI/AReaL-boba-2-8B

Text Generation • Updated Jun 13, 2025 • 166 • 28
inclusionAI/AReaL-boba-2-8B-Open

Text Generation • Updated Jun 4, 2025 • 137 • 19
inclusionAI/AReaL-boba-2-14B

Text Generation • Updated Jun 10, 2025 • 161 • 21
inclusionAI/AReaL-boba-2-14B-Open

Text Generation • Updated Jun 4, 2025 • 156 • 19

AReaL

inclusionAI/AReaL-1.5B-Preview-Stage-1

Updated Feb 24, 2025 • 18
inclusionAI/AReaL-1.5B-Preview-Stage-2

Updated Feb 24, 2025 • 125 • 18
inclusionAI/AReaL-1.5B-Preview-Stage-3

Updated Feb 24, 2025 • 174 • 18

Ling 3.0 Fin

Ling 3.0 Fin Models

inclusionAI/Ling-3.0-flash-Fin

Text Generation • 127B • Updated 3 days ago • 2.46k • • 113
inclusionAI/FinFIRST

Viewer • Updated 24 days ago • 123 • 4.17k • 17
inclusionAI/Ling-3.0-flash-Fin-fp8

Text Generation • 127B • Updated 17 days ago • 114 • 2
inclusionAI/Ling-3.0-flash-Fin-int4

Text Generation • 127B • Updated 17 days ago • 134 • 2

Ling 3.0

inclusionAI/Ling-3.0-flash-dspark

Text Generation • 1B • Updated Aug 22 • 2.07k • 19
inclusionAI/Ling-3.0-tiny

Text Generation • 8B • Updated 3 days ago • 18.9k • 491
inclusionAI/Ling-3.0-tiny-fp8

8B • Updated Aug 19 • 7.31k • 31
inclusionAI/Ling-3.0-tiny-int4

8B • Updated Aug 19 • 14.5k • 32

LLaDA-Image

LLaDA-Image: Building Strong Image Generators with Fully Open Training Recipes

Paper • 2609.03796 • Published 24 days ago • 185
inclusionAI/LLaDA-Image

Text-to-Image • 7B • Updated 23 days ago • 1.08k • 90
inclusionAI/LLaDA-Image-Turbo

Text-to-Image • 7B • Updated 23 days ago • 1.83k • 49
inclusionAI/LLaDA-Image-FP8

Text-to-Image • 7B • Updated 23 days ago • 246 • 9

LLaDA2.2

inclusionAI/LLaDA2.2-flash

Text Generation • 103B • Updated Aug 20 • 726 • 91
inclusionAI/LLaDA2.2-mini

Text Generation • 16B • Updated 22 days ago • 995 • 30

SingProbe

inclusionAI/SingStreamBench

Viewer • Updated 26 days ago • 210 • 161 • 6
inclusionAI/Ling-3.0-flash-singprobe

5.18M • Updated 26 days ago • 152 • 7
inclusionAI/Ling-3.0-tiny-singprobe

3.22M • Updated 26 days ago • 157 • 7
SingProbe Technical Report

Paper • 2608.30703 • Published 27 days ago • 11

ConceptEdit

Unlocking the Potential of Image Editing via Concept Scaling and Dense Supervision

Paper • 2608.16812 • Published Aug 17 • 50
inclusionAI/ConceptEdit-12M

Updated Aug 25 • 54.1k • 47
inclusionAI/ConceptEdit-Bench

Preview • Updated Aug 24 • 86 • 2

SingGuard-NSFA

Extensible Guardrails for Agentic AI via Generative Reasoning and Real-Time Classification

inclusionAI/SingGuard-NSFA-0.8B

Image-Text-to-Text • 1B • Updated Jul 16 • 764 • 8
inclusionAI/SingGuard-NSFA-2B

Image-Text-to-Text • 3B • Updated Jul 16 • 221 • 3
inclusionAI/SingGuard-NSFA-4B

Image-Text-to-Text • 5B • Updated Jul 16 • 612 • 5
inclusionAI/SingGuard-NSFA-9B

Image-Text-to-Text • 9B • Updated Jul 16 • 190 • 6

Ring 2.6

Ring

inclusionAI/Ring-2.6-1T

Text Generation • 1T • Updated 3 days ago • 1.12k • 106

Ling 2.6

Ling-2.6 series is designed for real-world agents that require fast responses, strong execution, and high token efficiency, with several sized SKUs.

inclusionAI/Ling-2.6-1T

Text Generation • 1T • Updated 3 days ago • 1.29k • • 508
inclusionAI/Ling-2.6-flash

Text Generation • 107B • Updated 3 days ago • 2.33k • 506
inclusionAI/Ling-2.6-flash-fp8

108B • Updated Apr 28 • 135 • 13
inclusionAI/Ling-2.6-flash-int4

107B • Updated Apr 28 • 148 • 17

LLaDA2.1

LLaDA2.1: Speeding Up Text Diffusion via Token Editing

Paper • 2602.08676 • Published Feb 9 • 71
inclusionAI/LLaDA2.1-mini

Text Generation • 16B • Updated Apr 13 • 119k • 126
inclusionAI/LLaDA2.1-flash

Text Generation • 103B • Updated Apr 13 • 1.16k • 93

Sing-Guard

inclusionAI/SingGuard-2b

Image-Text-to-Text • 2B • Updated Aug 21 • 313 • 13
inclusionAI/SingGuard-4b

4B • Updated Jun 23 • 227 • 8
inclusionAI/SingGuard-8b

9B • Updated Jun 23 • 529 • 7
inclusionAI/SingGuard-2b-GGUF

2B • Updated Jun 23 • 261 • 3

LingBot-Map

robbyant/lingbot-map

Updated Jul 11 • 328
robbyant/lingbot-map-demo

Viewer • Updated Jul 23 • 2.16k • 614 • 6

LingBot-VA

robbyant/lingbot-va-base

Robotics • Updated Apr 24 • 31
robbyant/lingbot-va-posttrain-libero-long

Robotics • Updated Apr 24 • 2
robbyant/lingbot-va-posttrain-robotwin

Robotics • Updated Apr 24 • 10

LingBot-World

robbyant/lingbot-world-base-cam

Image-to-Video • Updated Feb 2 • 345
robbyant/lingbot-world-base-act-preview

Image-to-Video • Updated Jul 8 • 21
robbyant/lingbot-world-fast

Image-to-Video • 19B • Updated Apr 2 • 19.9k • 22
robbyant/lingbot-world-fast-diffusers

Image-to-Video • 19B • Updated May 29 • 3.87k • 7

LingBot-Depth

robbyant/lingbot-depth

Depth Estimation • Updated Jan 28 • 84
robbyant/lingbot-depth-pretrain-vitl-14

Depth Estimation • Updated Jan 28 • 8
robbyant/mdm_depth

Updated Apr 17 • 11.4k • 36

LingBot-VLA

robbyant/lingbot-vla-4b

4B • Updated Apr 30 • 1.23k • 32
robbyant/lingbot-vla-4b-depth

4B • Updated Apr 30 • 133 • 19
robbyant/lingbot-vla-4b-posttrain-robotwin

4B • Updated Apr 30 • 417 • 3
robbyant/lingbot-vla-4b-depth-posttrain-robotwin

4B • Updated Apr 30 • 74 • 2

DR-Venus

inclusionAI/DR-Venus-4B-SFT

4B • Updated Apr 28 • 43 • 7
inclusionAI/DR-Venus-4B-RL

4B • Updated Jun 30 • 51 • 15
DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data

Paper • 2604.19859 • Published Apr 21 • 52
inclusionAI/DR-Venus-4B-RL-GGUF

4B • Updated Apr 28 • 325 • 10

Ling 2.5

The newest flagship non-reasoning model series.

inclusionAI/Ling-2.5-1T

Text Generation • 1T • Updated 3 days ago • 739 • 114

Ring 2.5

inclusionAI/Ring-2.5-1T

Text Generation • 1T • Updated 3 days ago • 4.15k • 243

Ming 2.0

Ming is the multi-modal series of any-to-any models developed by Ant Ling team.

inclusionAI/Ming-flash-omni-2.0

Any-to-Any • 104B • Updated 3 days ago • 5.05k • 276
inclusionAI/Ming-omni-tts-16.8B-A3B

Text-to-Speech • 18B • Updated Jun 15 • 112 • 54
inclusionAI/Ming-omni-tts-0.5B

Text-to-Speech • 2B • Updated Feb 25 • 22.1k • 39
inclusionAI/Ming-omni-tts-tokenizer-12Hz

Audio-to-Audio • 0.8B • Updated Feb 25 • 82 • 10

AReaL-SEA

inclusionAI/AReaL-SEA-235B-A22B

Text Generation • 235B • Updated Mar 2 • 108 • 5
inclusionAI/AReaL-tau2-telecom-user-sft-30B

33B • Updated Mar 5 • 125 • 1
inclusionAI/AReaL-tau2-airline-sft-30B

31B • Updated Mar 4 • 40 • 1
inclusionAI/AReaL-tau2-retail-sft-30B

31B • Updated Mar 4 • 241 • 1

Zooming-without-Zooming

Zooming without Zooming: Region-to-Image Distillation for Fine-Grained Multimodal Perception

Paper • 2602.11858 • Published Feb 12 • 62
inclusionAI/ZwZ-4B

Image-Text-to-Text • 5B • Updated Mar 4 • 225 • 34
inclusionAI/ZwZ-8B

Image-Text-to-Text • 9B • Updated Apr 13 • 175 • 50
inclusionAI/ZwZ-RL-VQA

Viewer • Updated May 28 • 111k • 3.67k • 17

Ring 2.0

inclusionAI/Ring-1T

Text Generation • 1000B • Updated 3 days ago • 811 • • 233
inclusionAI/Ring-flash-2.0

Text Generation • 103B • Updated 3 days ago • 548 • 104
inclusionAI/Ring-mini-2.0

Text Generation • 16B • Updated 3 days ago • 545 • 188
inclusionAI/Ring-mini-linear-2.0

Text Generation • 16B • Updated Oct 23, 2025 • 1.66k • 89

Ling 2.0

inclusionAI/Ling-1T

Text Generation • 1000B • Updated 3 days ago • 3.04k • • 547
inclusionAI/Ling-flash-2.0

Text Generation • 103B • Updated 3 days ago • 2.88k • 220
inclusionAI/Ling-mini-2.0

Text Generation • 16B • Updated 3 days ago • 9.5k • 206
inclusionAI/Ling-mini-2.0-GGUF

16B • Updated Sep 25, 2025 • 2.5k • 28

LLaDA2.0

LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model

Paper • 2604.20796 • Published Apr 22 • 106
inclusionAI/LLaDA2.0-Uni

Any-to-Any • 16B • Updated May 27 • 392 • 251
inclusionAI/LLaDA2.0-Uni-FP8

Any-to-Any • 16B • Updated May 27 • 132 • 5
LLaDA2.0: Scaling Up Diffusion Language Models to 100B

Paper • 2512.15745 • Published Dec 10, 2025 • 89

TwinFlow

A collection of TwinFlow-accelerated diffusion models

TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows

Paper • 2512.05150 • Published Dec 3, 2025 • 76
inclusionAI/TwinFlow

Text-to-Image • Updated Dec 29, 2025 • 24 • 125
inclusionAI/TwinFlow-Z-Image-Turbo

Text-to-Image • Updated Dec 29, 2025 • 35 • 213

Ring

Ring is a reasoning MoE LLM provided and open-sourced by InclusionAI, derived from Ling.

inclusionAI/Ring-lite

Text Generation • 17B • Updated Aug 18, 2025 • 180 • 49
inclusionAI/Ring-lite-2507

17B • Updated Aug 5, 2025 • 93 • 61
inclusionAI/Ring-lite-2506

17B • Updated Aug 6, 2025 • 92 • 36
inclusionAI/Ring-lite-distill-preview

Text Generation • 17B • Updated Sep 17, 2025 • 111 • 46

LLaDA

inclusionAI/LLaDA-MoE-7B-A1B-Base

Text Generation • 7B • Updated Oct 28, 2025 • 711 • 36
inclusionAI/LLaDA-MoE-7B-A1B-Instruct

7B • Updated Oct 28, 2025 • 634 • 77
inclusionAI/LLaDA-MoE-7B-A1B-Instruct-TD

7B • Updated Oct 28, 2025 • 120 • 11

AWorld

The Agent Runtime for Self-Improvement

inclusionAI/Qwen3-32B-AWorld

Text Generation • 33B • Updated Sep 1, 2025 • 46 • 15
inclusionAI/V2P-7B

8B • Updated Oct 13, 2025 • 34 • 9

GroveMoE

GroveMoE is an open-source family of large language models developed by the AGI Center, Ant Research Institute.

Grove MoE: Towards Efficient and Superior MoE LLMs with Adjugate Experts

Paper • 2508.07785 • Published Aug 11, 2025 • 29
inclusionAI/GroveMoE-Inst

Text Generation • 33B • Updated Sep 12, 2025 • 1.66k • 45
inclusionAI/GroveMoE-Base

Text Generation • 33B • Updated Sep 12, 2025 • 67 • 3

UI-Venus

UI-Venus-2 Technical Report

Paper • 2609.00028 • Published Aug 27 • 64
inclusionAI/UI-Venus-2-9B

Image-Text-to-Text • 1.47M • Updated 25 days ago • 8.13k • • 35
inclusionAI/VenusBench-CAPTCHA

Viewer • Updated 25 days ago • 219 • 2.32k • 6
UI-Venus-1.5 Technical Report

Paper • 2602.09082 • Published Feb 9 • 120

Ling

inclusionAI/Ling-lite-1.5-2507

Text Generation • 17B • Updated Aug 10, 2025 • 160 • 77
inclusionAI/Ling-lite-1.5-2506

Text Generation • 17B • Updated Jul 25, 2025 • 122 • 52
inclusionAI/Ling-lite-1.5

Text Generation • 17B • Updated Apr 13 • 3.57k • 57
inclusionAI/Ling-lite-base-1.5

Text Generation • 17B • Updated May 14, 2025 • 141 • 33

ASearcher

inclusionAI/ASearcher-Local-14B

Updated Aug 13, 2025 • 129 • 29
inclusionAI/ASearcher-Web-14B

Updated Aug 13, 2025 • 132 • 23
inclusionAI/ASearcher-Web-7B

Updated Aug 13, 2025 • 146 • 22
inclusionAI/ASearcher-Web-QwQ

Updated Aug 13, 2025 • 138 • 23

AReaL-boba-2

inclusionAI/AReaL-boba-2-8B

Text Generation • Updated Jun 13, 2025 • 166 • 28
inclusionAI/AReaL-boba-2-8B-Open

Text Generation • Updated Jun 4, 2025 • 137 • 19
inclusionAI/AReaL-boba-2-14B

Text Generation • Updated Jun 10, 2025 • 161 • 21
inclusionAI/AReaL-boba-2-14B-Open

Text Generation • Updated Jun 4, 2025 • 156 • 19

AReaL-boba

inclusionAI/AReaL-boba-Data

Preview • Updated Mar 29, 2025 • 245 • 25
inclusionAI/AReaL-boba-RL-7B

Updated Mar 30, 2025 • 139 • 21
inclusionAI/AReaL-boba-SFT-32B

Updated Mar 30, 2025 • 31 • 24

AReaL

inclusionAI/AReaL-1.5B-Preview-Stage-1

Updated Feb 24, 2025 • 18
inclusionAI/AReaL-1.5B-Preview-Stage-2

Updated Feb 24, 2025 • 125 • 18
inclusionAI/AReaL-1.5B-Preview-Stage-3

Updated Feb 24, 2025 • 174 • 18

Ming

Ming-Omni: A Unified Multimodal Model for Perception and Generation

Paper • 2506.09344 • Published Jun 11, 2025 • 31
inclusionAI/Ming-Lite-Omni

Any-to-Any • 19B • Updated Oct 27, 2025 • 94 • 200
inclusionAI/Ming-Lite-Omni-1.5

Any-to-Any • 19B • Updated Aug 29, 2025 • 1.42k • 84
inclusionAI/Ming-UniAudio-16B-A3B

Any-to-Any • 18B • Updated 3 days ago • 105 • 80

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