Ring
AI & ML interests
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Recent Activity
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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
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inclusionAI/DR-Venus-4B-SFT
4B ā¢ Updated ā¢ 737 ā¢ 7 -
inclusionAI/DR-Venus-4B-RL
4B ā¢ Updated ā¢ 890 ā¢ 13 -
DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data
Paper ā¢ 2604.19859 ā¢ Published ā¢ 52 -
inclusionAI/DR-Venus-4B-RL-GGUF
4B ā¢ Updated ā¢ 1.22k ā¢ 10
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inclusionAI/Ling-1T
Text Generation ā¢ 1000B ā¢ Updated ā¢ 2.96k ā¢ ā¢ 540 -
inclusionAI/Ling-flash-2.0
Text Generation ā¢ 103B ā¢ Updated ā¢ 1k ā¢ 215 -
inclusionAI/Ling-mini-2.0
Text Generation ā¢ 16B ā¢ Updated ā¢ 36.2k ā¢ 193 -
inclusionAI/Ling-mini-2.0-GGUF
16B ā¢ Updated ā¢ 1.1k ā¢ 27
A collection of TwinFlow-accelerated diffusion models
GroveMoE is an open-source family of large language models developed by the AGI Center, Ant Research Institute.
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inclusionAI/Ling-lite-1.5-2507
Text Generation ā¢ 17B ā¢ Updated ā¢ 62 ā¢ 77 -
inclusionAI/Ling-lite-1.5-2506
Text Generation ā¢ 17B ā¢ Updated ā¢ 73 ā¢ 53 -
inclusionAI/Ling-lite-1.5
Text Generation ā¢ 17B ā¢ Updated ā¢ 43.8k ā¢ 58 -
inclusionAI/Ling-lite-base-1.5
Text Generation ā¢ 17B ā¢ Updated ā¢ 59 ā¢ 34
AReaL-boba-2
Ling-2.6 series is designed for real-world agents that require fast responses, strong execution, and high token efficiency, with several sized SKUs.
The newest flagship non-reasoning model series.
Ming is the multi-modal series of any-to-any models developed by Ant Ling team.
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inclusionAI/Ming-flash-omni-2.0
Any-to-Any ā¢ Updated ā¢ 2.98k ā¢ 265 -
inclusionAI/Ming-omni-tts-16.8B-A3B
Text-to-Speech ā¢ 18B ā¢ Updated ā¢ 130 ā¢ 34 -
inclusionAI/Ming-omni-tts-0.5B
Text-to-Speech ā¢ 2B ā¢ Updated ā¢ 3.65k ā¢ 36 -
inclusionAI/Ming-omni-tts-tokenizer-12Hz
Audio-to-Audio ā¢ 0.8B ā¢ Updated ā¢ 24 ā¢ 11
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Zooming without Zooming: Region-to-Image Distillation for Fine-Grained Multimodal Perception
Paper ā¢ 2602.11858 ā¢ Published ā¢ 63 -
inclusionAI/ZwZ-4B
Image-Text-to-Text ā¢ 5B ā¢ Updated ā¢ 505 ā¢ 33 -
inclusionAI/ZwZ-8B
Image-Text-to-Text ā¢ 9B ā¢ Updated ā¢ 454 ā¢ 45 -
inclusionAI/ZwZ-RL-VQA
Viewer ā¢ Updated ā¢ 111k ā¢ 2.86k ā¢ 13
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LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model
Paper ā¢ 2604.20796 ā¢ Published ā¢ 240 -
inclusionAI/LLaDA2.0-Uni
Any-to-Any ā¢ 16B ā¢ Updated ā¢ 4.09k ā¢ 247 -
inclusionAI/LLaDA2.0-Uni-FP8
Any-to-Any ā¢ 16B ā¢ Updated ā¢ 1.82k ā¢ 3 -
LLaDA2.0: Scaling Up Diffusion Language Models to 100B
Paper ā¢ 2512.15745 ā¢ Published ā¢ 88
Ring is a reasoning MoE LLM provided and open-sourced by InclusionAI, derived from Ling.
The Agent Runtime for Self-Improvement
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UI-Venus-1.5 Technical Report
Paper ā¢ 2602.09082 ā¢ Published ā¢ 157 -
inclusionAI/UI-Venus-1.5-30B-A3B
Image-Text-to-Text ā¢ 31B ā¢ Updated ā¢ 2.31k ā¢ 28 -
inclusionAI/UI-Venus-1.5-8B
Image-Text-to-Text ā¢ 9B ā¢ Updated ā¢ 6.29k ā¢ 27 -
inclusionAI/UI-Venus-1.5-2B
Image-Text-to-Text ā¢ 2B ā¢ Updated ā¢ 2.55k ā¢ 38
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Ming-Omni: A Unified Multimodal Model for Perception and Generation
Paper ā¢ 2506.09344 ā¢ Published ā¢ 32 -
inclusionAI/Ming-Lite-Omni
Any-to-Any ā¢ 19B ā¢ Updated ā¢ 58 ā¢ 199 -
inclusionAI/Ming-Lite-Omni-1.5
Any-to-Any ā¢ Updated ā¢ 293 ā¢ 86 -
inclusionAI/Ming-UniAudio-16B-A3B
Any-to-Any ā¢ 18B ā¢ Updated ā¢ 68 ā¢ 79
Ring
Ling-2.6 series is designed for real-world agents that require fast responses, strong execution, and high token efficiency, with several sized SKUs.
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inclusionAI/DR-Venus-4B-SFT
4B ā¢ Updated ā¢ 737 ā¢ 7 -
inclusionAI/DR-Venus-4B-RL
4B ā¢ Updated ā¢ 890 ā¢ 13 -
DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data
Paper ā¢ 2604.19859 ā¢ Published ā¢ 52 -
inclusionAI/DR-Venus-4B-RL-GGUF
4B ā¢ Updated ā¢ 1.22k ā¢ 10
The newest flagship non-reasoning model series.
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 ā¢ Updated ā¢ 2.98k ā¢ 265 -
inclusionAI/Ming-omni-tts-16.8B-A3B
Text-to-Speech ā¢ 18B ā¢ Updated ā¢ 130 ā¢ 34 -
inclusionAI/Ming-omni-tts-0.5B
Text-to-Speech ā¢ 2B ā¢ Updated ā¢ 3.65k ā¢ 36 -
inclusionAI/Ming-omni-tts-tokenizer-12Hz
Audio-to-Audio ā¢ 0.8B ā¢ Updated ā¢ 24 ā¢ 11
-
Zooming without Zooming: Region-to-Image Distillation for Fine-Grained Multimodal Perception
Paper ā¢ 2602.11858 ā¢ Published ā¢ 63 -
inclusionAI/ZwZ-4B
Image-Text-to-Text ā¢ 5B ā¢ Updated ā¢ 505 ā¢ 33 -
inclusionAI/ZwZ-8B
Image-Text-to-Text ā¢ 9B ā¢ Updated ā¢ 454 ā¢ 45 -
inclusionAI/ZwZ-RL-VQA
Viewer ā¢ Updated ā¢ 111k ā¢ 2.86k ā¢ 13
-
inclusionAI/Ling-1T
Text Generation ā¢ 1000B ā¢ Updated ā¢ 2.96k ā¢ ā¢ 540 -
inclusionAI/Ling-flash-2.0
Text Generation ā¢ 103B ā¢ Updated ā¢ 1k ā¢ 215 -
inclusionAI/Ling-mini-2.0
Text Generation ā¢ 16B ā¢ Updated ā¢ 36.2k ā¢ 193 -
inclusionAI/Ling-mini-2.0-GGUF
16B ā¢ Updated ā¢ 1.1k ā¢ 27
-
LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model
Paper ā¢ 2604.20796 ā¢ Published ā¢ 240 -
inclusionAI/LLaDA2.0-Uni
Any-to-Any ā¢ 16B ā¢ Updated ā¢ 4.09k ā¢ 247 -
inclusionAI/LLaDA2.0-Uni-FP8
Any-to-Any ā¢ 16B ā¢ Updated ā¢ 1.82k ā¢ 3 -
LLaDA2.0: Scaling Up Diffusion Language Models to 100B
Paper ā¢ 2512.15745 ā¢ Published ā¢ 88
A collection of TwinFlow-accelerated diffusion models
Ring is a reasoning MoE LLM provided and open-sourced by InclusionAI, derived from Ling.
The Agent Runtime for Self-Improvement
GroveMoE is an open-source family of large language models developed by the AGI Center, Ant Research Institute.
-
UI-Venus-1.5 Technical Report
Paper ā¢ 2602.09082 ā¢ Published ā¢ 157 -
inclusionAI/UI-Venus-1.5-30B-A3B
Image-Text-to-Text ā¢ 31B ā¢ Updated ā¢ 2.31k ā¢ 28 -
inclusionAI/UI-Venus-1.5-8B
Image-Text-to-Text ā¢ 9B ā¢ Updated ā¢ 6.29k ā¢ 27 -
inclusionAI/UI-Venus-1.5-2B
Image-Text-to-Text ā¢ 2B ā¢ Updated ā¢ 2.55k ā¢ 38
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inclusionAI/Ling-lite-1.5-2507
Text Generation ā¢ 17B ā¢ Updated ā¢ 62 ā¢ 77 -
inclusionAI/Ling-lite-1.5-2506
Text Generation ā¢ 17B ā¢ Updated ā¢ 73 ā¢ 53 -
inclusionAI/Ling-lite-1.5
Text Generation ā¢ 17B ā¢ Updated ā¢ 43.8k ā¢ 58 -
inclusionAI/Ling-lite-base-1.5
Text Generation ā¢ 17B ā¢ Updated ā¢ 59 ā¢ 34
AReaL-boba-2
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Ming-Omni: A Unified Multimodal Model for Perception and Generation
Paper ā¢ 2506.09344 ā¢ Published ā¢ 32 -
inclusionAI/Ming-Lite-Omni
Any-to-Any ā¢ 19B ā¢ Updated ā¢ 58 ā¢ 199 -
inclusionAI/Ming-Lite-Omni-1.5
Any-to-Any ā¢ Updated ā¢ 293 ā¢ 86 -
inclusionAI/Ming-UniAudio-16B-A3B
Any-to-Any ā¢ 18B ā¢ Updated ā¢ 68 ā¢ 79