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Ring 2.6 1T by inclusionAI

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Ring 2.6 1T is an open-source language model by inclusionAI. Features: 1025.7b LLM, VRAM: 257.3GB, Context: 128K, License: mit.

  Bailing hybrid   Compressed-tensors   Conversational   Custom code   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/inclusionAI/Ring-2.6-1T 
Ring 2.6 1T (inclusionAI/Ring-2.6-1T)
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Ring 2.6 1T Parameters and Internals

LLM NameRing 2.6 1T
Repository 🤗https://huggingface.co/inclusionAI/Ring-2.6-1T 
Model Size1025.7b
Required VRAM257.3 GB
Updated2026-05-15
MaintainerinclusionAI
Model Typebailing_hybrid
Model Files  2.6 GB: 1-of-175   8.6 GB: 2-of-175   4.3 GB: 3-of-175   8.6 GB: 4-of-175   5.4 GB: 5-of-175   2.3 GB: 6-of-175   8.6 GB: 7-of-175   4.3 GB: 8-of-175   8.6 GB: 9-of-175   4.3 GB: 10-of-175   8.6 GB: 11-of-175   5.4 GB: 12-of-175   0.7 GB: 13-of-175   8.6 GB: 14-of-175   4.3 GB: 15-of-175   8.6 GB: 16-of-175   4.5 GB: 17-of-175   8.6 GB: 18-of-175   4.3 GB: 19-of-175   8.6 GB: 20-of-175   5.3 GB: 21-of-175   0.1 GB: 22-of-175   8.6 GB: 23-of-175   4.3 GB: 24-of-175   8.6 GB: 25-of-175   4.5 GB: 26-of-175   8.6 GB: 27-of-175   4.3 GB: 28-of-175   8.6 GB: 29-of-175   5.3 GB: 30-of-175   0.1 GB: 31-of-175   8.6 GB: 32-of-175   4.5 GB: 33-of-175   8.6 GB: 34-of-175   4.3 GB: 35-of-175   8.6 GB: 36-of-175   4.3 GB: 37-of-175   8.6 GB: 38-of-175   5.4 GB: 39-of-175   0.5 GB: 40-of-175   8.6 GB: 41-of-175   4.3 GB: 42-of-175   8.6 GB: 43-of-175   4.3 GB: 44-of-175
Model ArchitectureBailingMoeV2_5ForCausalLM
Licensemit
Context Length131072
Model Max Length131072
Transformers Version4.56.2
Vocabulary Size157184
Torch Data Typebfloat16

Best Alternatives to Ring 2.6 1T

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Context / RAM
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Ling 2.6 1T256K / 279.5 GB53599
Note: green Score (e.g. "73.2") means that the model is better than inclusionAI/Ring-2.6-1T.

Rank the Ring 2.6 1T Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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