LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  Agents   Benchmarks   LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Ring 1T Preview by inclusionAI

 »  All LLMs  »  inclusionAI  »  Ring 1T Preview   URL Share it on

  48   

Ring 1T Preview is an open-source language model by inclusionAI. Features: 999.7b LLM, VRAM: 575GB, Context: 32K, License: mit, LLM Explorer Score: 0.4, ELO: 1393.

  Arxiv:2510.18855   Bailing moe   Conversational   Custom code   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/inclusionAI/Ring-1T-preview 

Ring 1T Preview Benchmarks

LMSys ELO: 1393 vs 1272 (so35)9.5%
LLME Score: 0.39561
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ring 1T Preview (inclusionAI/Ring-1T-preview)
🌟 Advertise your project 🚀

Ring 1T Preview Parameters and Internals

LLM NameRing 1T Preview
Repository 🤗https://huggingface.co/inclusionAI/Ring-1T-preview 
Base Model(s)  inclusionAI/Ling-1T-base-2.0   inclusionAI/Ling-1T-base-2.0
Model Size999.7b
Required VRAM575 GB
Updated2026-05-30
MaintainerinclusionAI
Model Typebailing_moe
Model Files  2.6 GB: 1-of-155   17.2 GB: 2-of-155   8.6 GB: 3-of-155   17.2 GB: 4-of-155   10.4 GB: 5-of-155   3.2 GB: 6-of-155   17.2 GB: 7-of-155   8.6 GB: 8-of-155   17.2 GB: 9-of-155   8.6 GB: 10-of-155   17.2 GB: 11-of-155   10.4 GB: 12-of-155   17.2 GB: 13-of-155   8.6 GB: 14-of-155   17.2 GB: 15-of-155   8.8 GB: 16-of-155   17.2 GB: 17-of-155   8.6 GB: 18-of-155   17.2 GB: 19-of-155   10.0 GB: 20-of-155   17.2 GB: 21-of-155   8.6 GB: 22-of-155   17.2 GB: 23-of-155   8.8 GB: 24-of-155   17.2 GB: 25-of-155   8.6 GB: 26-of-155   17.2 GB: 27-of-155   10.0 GB: 28-of-155   17.2 GB: 29-of-155   8.8 GB: 30-of-155   17.2 GB: 31-of-155   8.6 GB: 32-of-155   17.2 GB: 33-of-155   8.6 GB: 34-of-155   17.2 GB: 35-of-155   10.2 GB: 36-of-155   17.2 GB: 37-of-155   8.6 GB: 38-of-155   17.2 GB: 39-of-155   8.6 GB: 40-of-155   17.2 GB: 41-of-155   8.6 GB: 42-of-155   17.2 GB: 43-of-155   10.2 GB: 44-of-155   17.2 GB: 45-of-155
Model ArchitectureBailingMoeV2ForCausalLM
Licensemit
Context Length32768
Model Max Length32768
Transformers Version4.52.3
Vocabulary Size157184
Torch Data Typebfloat16

Best Alternatives to Ring 1T Preview

Best Alternatives
Context / RAM
Downloads
Likes
Ling 1T32K / 575.4 GB2972540
Note: green Score (e.g. "73.2") means that the model is better than inclusionAI/Ring-1T-preview.

Rank the Ring 1T Preview Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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  

What open-source LLMs or SLMs are you in search of? 54089 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Check out Ag3ntum — our secure, self-hosted AI agent for server management.
Release v20260328a
  Support LLM Explorer