The newest flagship non-reasoning model series.
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Papers
Zooming without Zooming: Region-to-Image Distillation for Fine-Grained Multimodal Perception
UI-Venus-1.5 Technical Report
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¢ 9.27k ā¢ 252 -
inclusionAI/Ming-omni-tts-16.8B-A3B
Text-to-Speech ā¢ 18B ā¢ Updated ā¢ 112 ā¢ 27 -
inclusionAI/Ming-omni-tts-0.5B
Text-to-Speech ā¢ 2B ā¢ Updated ā¢ 3.48k ā¢ 31 -
inclusionAI/Ming-omni-tts-tokenizer-12Hz
Audio-to-Audio ā¢ 0.8B ā¢ Updated ā¢ 66 ā¢ 5
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¢ Updated ā¢ 8 ā¢ 76 -
inclusionAI/Ling-lite-1.5-2506
Text Generation ā¢ 17B ā¢ Updated ā¢ 8 ā¢ 52 -
inclusionAI/Ling-lite-1.5
Text Generation ā¢ 17B ā¢ Updated ā¢ 10.5k ā¢ 57 -
inclusionAI/Ling-lite-base-1.5
Text Generation ā¢ 17B ā¢ Updated ā¢ 3 ā¢ 33
AReaL-boba-2
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LLaDA2.0: Scaling Up Diffusion Language Models to 100B
Paper ā¢ 2512.15745 ā¢ Published ā¢ 87 -
inclusionAI/LLaDA2.0-flash
Text Generation ā¢ Updated ā¢ 214 ā¢ 67 -
inclusionAI/LLaDA2.0-mini
Text Generation ā¢ Updated ā¢ 33.6k ā¢ 58 -
inclusionAI/LLaDA2.0-flash-preview
Text Generation ā¢ 103B ā¢ Updated ā¢ 11 ā¢ 68
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¢ 154 -
inclusionAI/UI-Venus-1.5-30B-A3B
Image-Text-to-Text ā¢ Updated ā¢ 1.46k ā¢ 21 -
inclusionAI/UI-Venus-1.5-8B
Image-Text-to-Text ā¢ 9B ā¢ Updated ā¢ 1.99k ā¢ 22 -
inclusionAI/UI-Venus-1.5-2B
Image-Text-to-Text ā¢ 2B ā¢ Updated ā¢ 1.59k ā¢ 31
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Ming-Omni: A Unified Multimodal Model for Perception and Generation
Paper ā¢ 2506.09344 ā¢ Published ā¢ 31 -
inclusionAI/Ming-Lite-Omni
Any-to-Any ā¢ Updated ā¢ 413 ā¢ 198 -
inclusionAI/Ming-Lite-Omni-1.5
Any-to-Any ā¢ Updated ā¢ 266 ā¢ 85 -
inclusionAI/Ming-UniAudio-16B-A3B
Any-to-Any ā¢ 18B ā¢ Updated ā¢ 16 ā¢ 74
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¢ 9.27k ā¢ 252 -
inclusionAI/Ming-omni-tts-16.8B-A3B
Text-to-Speech ā¢ 18B ā¢ Updated ā¢ 112 ā¢ 27 -
inclusionAI/Ming-omni-tts-0.5B
Text-to-Speech ā¢ 2B ā¢ Updated ā¢ 3.48k ā¢ 31 -
inclusionAI/Ming-omni-tts-tokenizer-12Hz
Audio-to-Audio ā¢ 0.8B ā¢ Updated ā¢ 66 ā¢ 5
-
LLaDA2.0: Scaling Up Diffusion Language Models to 100B
Paper ā¢ 2512.15745 ā¢ Published ā¢ 87 -
inclusionAI/LLaDA2.0-flash
Text Generation ā¢ Updated ā¢ 214 ā¢ 67 -
inclusionAI/LLaDA2.0-mini
Text Generation ā¢ Updated ā¢ 33.6k ā¢ 58 -
inclusionAI/LLaDA2.0-flash-preview
Text Generation ā¢ 103B ā¢ Updated ā¢ 11 ā¢ 68
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¢ 154 -
inclusionAI/UI-Venus-1.5-30B-A3B
Image-Text-to-Text ā¢ Updated ā¢ 1.46k ā¢ 21 -
inclusionAI/UI-Venus-1.5-8B
Image-Text-to-Text ā¢ 9B ā¢ Updated ā¢ 1.99k ā¢ 22 -
inclusionAI/UI-Venus-1.5-2B
Image-Text-to-Text ā¢ 2B ā¢ Updated ā¢ 1.59k ā¢ 31
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inclusionAI/Ling-lite-1.5-2507
Text Generation ā¢ Updated ā¢ 8 ā¢ 76 -
inclusionAI/Ling-lite-1.5-2506
Text Generation ā¢ 17B ā¢ Updated ā¢ 8 ā¢ 52 -
inclusionAI/Ling-lite-1.5
Text Generation ā¢ 17B ā¢ Updated ā¢ 10.5k ā¢ 57 -
inclusionAI/Ling-lite-base-1.5
Text Generation ā¢ 17B ā¢ Updated ā¢ 3 ā¢ 33
AReaL-boba-2
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Ming-Omni: A Unified Multimodal Model for Perception and Generation
Paper ā¢ 2506.09344 ā¢ Published ā¢ 31 -
inclusionAI/Ming-Lite-Omni
Any-to-Any ā¢ Updated ā¢ 413 ā¢ 198 -
inclusionAI/Ming-Lite-Omni-1.5
Any-to-Any ā¢ Updated ā¢ 266 ā¢ 85 -
inclusionAI/Ming-UniAudio-16B-A3B
Any-to-Any ā¢ 18B ā¢ Updated ā¢ 16 ā¢ 74