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Recent Activity

langdaohlb updated a dataset 1 day ago

inclusionAI/ZwZ-RL-VQA

majiann published a dataset 3 days ago

inclusionAI/A3S-Bench

majiann updated a dataset 3 days ago

inclusionAI/A3S-Bench

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Papers

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

DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data

View all Papers

inclusionAI 's collections 24

Ring 2.6

Ring

inclusionAI/Ring-2.6-1T

Text Generation • 1T • Updated 11 days ago • 5.41k • 97

DR-Venus

inclusionAI/DR-Venus-4B-SFT

4B • Updated Apr 28 • 719 • 7
inclusionAI/DR-Venus-4B-RL

4B • Updated Apr 28 • 870 • 13
DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data

Paper • 2604.19859 • Published Apr 21 • 53
inclusionAI/DR-Venus-4B-RL-GGUF

4B • Updated Apr 28 • 392 • 10

Ring 2.5

inclusionAI/Ring-2.5-1T

Text Generation • 1T • Updated Apr 13 • 38.8k • 245

AReaL-SEA

inclusionAI/AReaL-SEA-235B-A22B

Text Generation • 235B • Updated Mar 2 • 27 • 6
inclusionAI/AReaL-tau2-telecom-user-sft-30B

33B • Updated Mar 5 • 97 • 1
inclusionAI/AReaL-tau2-airline-sft-30B

31B • Updated Mar 4 • 34 • 1
inclusionAI/AReaL-tau2-retail-sft-30B

31B • Updated Mar 4 • 18 • 1

LLaDA2.1

LLaDA2.1: Speeding Up Text Diffusion via Token Editing

Paper • 2602.08676 • Published Feb 9 • 73
inclusionAI/LLaDA2.1-mini

Text Generation • 16B • Updated Apr 13 • 17.1k • 122
inclusionAI/LLaDA2.1-flash

Text Generation • 103B • Updated Apr 13 • 132k • 92

Ling 2.0

inclusionAI/Ling-1T

Text Generation • 1000B • Updated Apr 13 • 3.14k • • 540
inclusionAI/Ling-flash-2.0

Text Generation • 103B • Updated Sep 26, 2025 • 1.67k • 215
inclusionAI/Ling-mini-2.0

Text Generation • 16B • Updated Apr 13 • 42.2k • 193
inclusionAI/Ling-mini-2.0-GGUF

16B • Updated Sep 25, 2025 • 1.09k • 27

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 • 77
inclusionAI/TwinFlow

Text-to-Image • Updated Dec 29, 2025 • 10 • 126
inclusionAI/TwinFlow-Z-Image-Turbo

Text-to-Image • Updated Dec 29, 2025 • 13 • 213

LLaDA

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

Text Generation • 7B • Updated Oct 28, 2025 • 1.84k • 33
inclusionAI/LLaDA-MoE-7B-A1B-Instruct

7B • Updated Oct 28, 2025 • 4.02k • 71
inclusionAI/LLaDA-MoE-7B-A1B-Instruct-TD

7B • Updated Oct 28, 2025 • 54 • 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 • 30
inclusionAI/GroveMoE-Inst

Text Generation • 33B • Updated Sep 12, 2025 • 58 • 46
inclusionAI/GroveMoE-Base

Text Generation • 33B • Updated Sep 12, 2025 • 49 • 4

Ling

inclusionAI/Ling-lite-1.5-2507

Text Generation • 17B • Updated Aug 10, 2025 • 83 • 77
inclusionAI/Ling-lite-1.5-2506

Text Generation • 17B • Updated Jul 25, 2025 • 88 • 53
inclusionAI/Ling-lite-1.5

Text Generation • 17B • Updated Apr 13 • 47.1k • 58
inclusionAI/Ling-lite-base-1.5

Text Generation • 17B • Updated May 14, 2025 • 78 • 34

AReaL-boba-2

inclusionAI/AReaL-boba-2-8B

Text Generation • Updated Jun 13, 2025 • 1.29k • 27
inclusionAI/AReaL-boba-2-8B-Open

Text Generation • Updated Jun 4, 2025 • 838 • 20
inclusionAI/AReaL-boba-2-14B

Text Generation • Updated Jun 10, 2025 • 839 • 22
inclusionAI/AReaL-boba-2-14B-Open

Text Generation • Updated Jun 4, 2025 • 832 • 20

AReaL

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

Updated Feb 24, 2025 • 19
inclusionAI/AReaL-1.5B-Preview-Stage-2

Updated Feb 24, 2025 • 20 • 19
inclusionAI/AReaL-1.5B-Preview-Stage-3

Updated Feb 24, 2025 • 20 • 19

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 26 days ago • 2.7k • • 469
inclusionAI/Ling-2.6-flash

Text Generation • 107B • Updated 26 days ago • 2.94k • 492
inclusionAI/Ling-2.6-flash-fp8

108B • Updated Apr 28 • 215 • 13
inclusionAI/Ling-2.6-flash-int4

107B • Updated Apr 28 • 1.71k • 17

Ling 2.5

The newest flagship non-reasoning model series.

inclusionAI/Ling-2.5-1T

Text Generation • 1T • Updated Feb 16 • 182 • 115

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 Feb 12 • 2.83k • 265
inclusionAI/Ming-omni-tts-16.8B-A3B

Text-to-Speech • 18B • Updated Feb 25 • 102 • 34
inclusionAI/Ming-omni-tts-0.5B

Text-to-Speech • 2B • Updated Feb 25 • 3.45k • 37
inclusionAI/Ming-omni-tts-tokenizer-12Hz

Audio-to-Audio • 0.8B • Updated Feb 25 • 70 • 12

Zooming-without-Zooming

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

Paper • 2602.11858 • Published Feb 12 • 64
inclusionAI/ZwZ-4B

Image-Text-to-Text • 5B • Updated Mar 4 • 477 • 33
inclusionAI/ZwZ-8B

Image-Text-to-Text • 9B • Updated Apr 13 • 389 • 45
inclusionAI/ZwZ-RL-VQA

Viewer • Updated 1 day ago • 111k • 2.98k • 13

Ring 2.0

inclusionAI/Ring-1T

Text Generation • 1000B • Updated Oct 28, 2025 • 119 • • 231
inclusionAI/Ring-1T-FP8

Text Generation • 1000B • Updated Oct 28, 2025 • 65 • 20
inclusionAI/Ring-1T-preview

Text Generation • 1000B • Updated Oct 22, 2025 • 48 • 268
inclusionAI/Ring-1T-preview-FP8

Text Generation • 1000B • Updated Oct 7, 2025 • 29 • 4

LLaDA2.0

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

Paper • 2604.20796 • Published Apr 22 • 242
inclusionAI/LLaDA2.0-Uni

Any-to-Any • 16B • Updated 3 days ago • 5.49k • 247
inclusionAI/LLaDA2.0-Uni-FP8

Any-to-Any • 16B • Updated 3 days ago • 4.05k • 4
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 • 59 • 50
inclusionAI/Ring-lite-2507

17B • Updated Aug 5, 2025 • 24 • 61
inclusionAI/Ring-lite-2506

17B • Updated Aug 6, 2025 • 19 • 36
inclusionAI/Ring-lite-distill-preview

Text Generation • 17B • Updated Sep 17, 2025 • 35 • 47

AWorld

The Agent Runtime for Self-Improvement

inclusionAI/Qwen3-32B-AWorld

Text Generation • 33B • Updated Sep 1, 2025 • 39 • • 16
inclusionAI/V2P-7B

8B • Updated Oct 13, 2025 • 70 • 10

UI-Venus

UI-Venus-1.5 Technical Report

Paper • 2602.09082 • Published Feb 9 • 158
inclusionAI/UI-Venus-1.5-30B-A3B

Image-Text-to-Text • 31B • Updated Feb 11 • 2.18k • 28
inclusionAI/UI-Venus-1.5-8B

Image-Text-to-Text • 9B • Updated Feb 11 • 5.27k • 27
inclusionAI/UI-Venus-1.5-2B

Image-Text-to-Text • 2B • Updated Feb 11 • 2.58k • 38

ASearcher

inclusionAI/ASearcher-Local-14B

Updated Aug 13, 2025 • 33 • 30
inclusionAI/ASearcher-Web-14B

Updated Aug 13, 2025 • 46 • 24
inclusionAI/ASearcher-Web-7B

Updated Aug 13, 2025 • 102 • 23
inclusionAI/ASearcher-Web-QwQ

Updated Aug 13, 2025 • 15 • 24

AReaL-boba

inclusionAI/AReaL-boba-Data

Preview • Updated Mar 29, 2025 • 175 • 26
inclusionAI/AReaL-boba-RL-7B

Updated Mar 30, 2025 • 31 • 22
inclusionAI/AReaL-boba-SFT-32B

Updated Mar 30, 2025 • 20 • 25

Ming

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

Paper • 2506.09344 • Published Jun 11, 2025 • 33
inclusionAI/Ming-Lite-Omni

Any-to-Any • 19B • Updated Oct 27, 2025 • 59 • 199
inclusionAI/Ming-Lite-Omni-1.5

Any-to-Any • 19B • Updated Aug 29, 2025 • 292 • 86
inclusionAI/Ming-UniAudio-16B-A3B

Any-to-Any • 18B • Updated Nov 24, 2025 • 67 • 80

Ring 2.6

Ring

inclusionAI/Ring-2.6-1T

Text Generation • 1T • Updated 11 days ago • 5.41k • 97

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 26 days ago • 2.7k • • 469
inclusionAI/Ling-2.6-flash

Text Generation • 107B • Updated 26 days ago • 2.94k • 492
inclusionAI/Ling-2.6-flash-fp8

108B • Updated Apr 28 • 215 • 13
inclusionAI/Ling-2.6-flash-int4

107B • Updated Apr 28 • 1.71k • 17

DR-Venus

inclusionAI/DR-Venus-4B-SFT

4B • Updated Apr 28 • 719 • 7
inclusionAI/DR-Venus-4B-RL

4B • Updated Apr 28 • 870 • 13
DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data

Paper • 2604.19859 • Published Apr 21 • 53
inclusionAI/DR-Venus-4B-RL-GGUF

4B • Updated Apr 28 • 392 • 10

Ling 2.5

The newest flagship non-reasoning model series.

inclusionAI/Ling-2.5-1T

Text Generation • 1T • Updated Feb 16 • 182 • 115

Ring 2.5

inclusionAI/Ring-2.5-1T

Text Generation • 1T • Updated Apr 13 • 38.8k • 245

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 Feb 12 • 2.83k • 265
inclusionAI/Ming-omni-tts-16.8B-A3B

Text-to-Speech • 18B • Updated Feb 25 • 102 • 34
inclusionAI/Ming-omni-tts-0.5B

Text-to-Speech • 2B • Updated Feb 25 • 3.45k • 37
inclusionAI/Ming-omni-tts-tokenizer-12Hz

Audio-to-Audio • 0.8B • Updated Feb 25 • 70 • 12

AReaL-SEA

inclusionAI/AReaL-SEA-235B-A22B

Text Generation • 235B • Updated Mar 2 • 27 • 6
inclusionAI/AReaL-tau2-telecom-user-sft-30B

33B • Updated Mar 5 • 97 • 1
inclusionAI/AReaL-tau2-airline-sft-30B

31B • Updated Mar 4 • 34 • 1
inclusionAI/AReaL-tau2-retail-sft-30B

31B • Updated Mar 4 • 18 • 1

Zooming-without-Zooming

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

Paper • 2602.11858 • Published Feb 12 • 64
inclusionAI/ZwZ-4B

Image-Text-to-Text • 5B • Updated Mar 4 • 477 • 33
inclusionAI/ZwZ-8B

Image-Text-to-Text • 9B • Updated Apr 13 • 389 • 45
inclusionAI/ZwZ-RL-VQA

Viewer • Updated 1 day ago • 111k • 2.98k • 13

LLaDA2.1

LLaDA2.1: Speeding Up Text Diffusion via Token Editing

Paper • 2602.08676 • Published Feb 9 • 73
inclusionAI/LLaDA2.1-mini

Text Generation • 16B • Updated Apr 13 • 17.1k • 122
inclusionAI/LLaDA2.1-flash

Text Generation • 103B • Updated Apr 13 • 132k • 92

Ring 2.0

inclusionAI/Ring-1T

Text Generation • 1000B • Updated Oct 28, 2025 • 119 • • 231
inclusionAI/Ring-1T-FP8

Text Generation • 1000B • Updated Oct 28, 2025 • 65 • 20
inclusionAI/Ring-1T-preview

Text Generation • 1000B • Updated Oct 22, 2025 • 48 • 268
inclusionAI/Ring-1T-preview-FP8

Text Generation • 1000B • Updated Oct 7, 2025 • 29 • 4

Ling 2.0

inclusionAI/Ling-1T

Text Generation • 1000B • Updated Apr 13 • 3.14k • • 540
inclusionAI/Ling-flash-2.0

Text Generation • 103B • Updated Sep 26, 2025 • 1.67k • 215
inclusionAI/Ling-mini-2.0

Text Generation • 16B • Updated Apr 13 • 42.2k • 193
inclusionAI/Ling-mini-2.0-GGUF

16B • Updated Sep 25, 2025 • 1.09k • 27

LLaDA2.0

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

Paper • 2604.20796 • Published Apr 22 • 242
inclusionAI/LLaDA2.0-Uni

Any-to-Any • 16B • Updated 3 days ago • 5.49k • 247
inclusionAI/LLaDA2.0-Uni-FP8

Any-to-Any • 16B • Updated 3 days ago • 4.05k • 4
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 • 77
inclusionAI/TwinFlow

Text-to-Image • Updated Dec 29, 2025 • 10 • 126
inclusionAI/TwinFlow-Z-Image-Turbo

Text-to-Image • Updated Dec 29, 2025 • 13 • 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 • 59 • 50
inclusionAI/Ring-lite-2507

17B • Updated Aug 5, 2025 • 24 • 61
inclusionAI/Ring-lite-2506

17B • Updated Aug 6, 2025 • 19 • 36
inclusionAI/Ring-lite-distill-preview

Text Generation • 17B • Updated Sep 17, 2025 • 35 • 47

LLaDA

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

Text Generation • 7B • Updated Oct 28, 2025 • 1.84k • 33
inclusionAI/LLaDA-MoE-7B-A1B-Instruct

7B • Updated Oct 28, 2025 • 4.02k • 71
inclusionAI/LLaDA-MoE-7B-A1B-Instruct-TD

7B • Updated Oct 28, 2025 • 54 • 9

AWorld

The Agent Runtime for Self-Improvement

inclusionAI/Qwen3-32B-AWorld

Text Generation • 33B • Updated Sep 1, 2025 • 39 • • 16
inclusionAI/V2P-7B

8B • Updated Oct 13, 2025 • 70 • 10

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 • 30
inclusionAI/GroveMoE-Inst

Text Generation • 33B • Updated Sep 12, 2025 • 58 • 46
inclusionAI/GroveMoE-Base

Text Generation • 33B • Updated Sep 12, 2025 • 49 • 4

UI-Venus

UI-Venus-1.5 Technical Report

Paper • 2602.09082 • Published Feb 9 • 158
inclusionAI/UI-Venus-1.5-30B-A3B

Image-Text-to-Text • 31B • Updated Feb 11 • 2.18k • 28
inclusionAI/UI-Venus-1.5-8B

Image-Text-to-Text • 9B • Updated Feb 11 • 5.27k • 27
inclusionAI/UI-Venus-1.5-2B

Image-Text-to-Text • 2B • Updated Feb 11 • 2.58k • 38

Ling

inclusionAI/Ling-lite-1.5-2507

Text Generation • 17B • Updated Aug 10, 2025 • 83 • 77
inclusionAI/Ling-lite-1.5-2506

Text Generation • 17B • Updated Jul 25, 2025 • 88 • 53
inclusionAI/Ling-lite-1.5

Text Generation • 17B • Updated Apr 13 • 47.1k • 58
inclusionAI/Ling-lite-base-1.5

Text Generation • 17B • Updated May 14, 2025 • 78 • 34

ASearcher

inclusionAI/ASearcher-Local-14B

Updated Aug 13, 2025 • 33 • 30
inclusionAI/ASearcher-Web-14B

Updated Aug 13, 2025 • 46 • 24
inclusionAI/ASearcher-Web-7B

Updated Aug 13, 2025 • 102 • 23
inclusionAI/ASearcher-Web-QwQ

Updated Aug 13, 2025 • 15 • 24

AReaL-boba-2

inclusionAI/AReaL-boba-2-8B

Text Generation • Updated Jun 13, 2025 • 1.29k • 27
inclusionAI/AReaL-boba-2-8B-Open

Text Generation • Updated Jun 4, 2025 • 838 • 20
inclusionAI/AReaL-boba-2-14B

Text Generation • Updated Jun 10, 2025 • 839 • 22
inclusionAI/AReaL-boba-2-14B-Open

Text Generation • Updated Jun 4, 2025 • 832 • 20

AReaL-boba

inclusionAI/AReaL-boba-Data

Preview • Updated Mar 29, 2025 • 175 • 26
inclusionAI/AReaL-boba-RL-7B

Updated Mar 30, 2025 • 31 • 22
inclusionAI/AReaL-boba-SFT-32B

Updated Mar 30, 2025 • 20 • 25

AReaL

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

Updated Feb 24, 2025 • 19
inclusionAI/AReaL-1.5B-Preview-Stage-2

Updated Feb 24, 2025 • 20 • 19
inclusionAI/AReaL-1.5B-Preview-Stage-3

Updated Feb 24, 2025 • 20 • 19

Ming

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

Paper • 2506.09344 • Published Jun 11, 2025 • 33
inclusionAI/Ming-Lite-Omni

Any-to-Any • 19B • Updated Oct 27, 2025 • 59 • 199
inclusionAI/Ming-Lite-Omni-1.5

Any-to-Any • 19B • Updated Aug 29, 2025 • 292 • 86
inclusionAI/Ming-UniAudio-16B-A3B

Any-to-Any • 18B • Updated Nov 24, 2025 • 67 • 80

AI & ML interests

Recent Activity

Papers

Team members 63

inclusionAI 's collections 24