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Rubicon Preview by inclusionAI

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Rubicon Preview is an open-source language model by inclusionAI. Features: 30.5b LLM, VRAM: 61.1GB, Context: 40K, License: apache-2.0, LLM Explorer Score: 0.22.

  Arxiv:2508.12790   Conversational   Deploy:azure   Endpoints compatible   Qwen3 moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/inclusionAI/Rubicon-Preview 

Rubicon Preview Benchmarks

LLME Score: 0.22368
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Rubicon Preview (inclusionAI/Rubicon-Preview)
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Rubicon Preview Parameters and Internals

LLM NameRubicon Preview
Repository 🤗https://huggingface.co/inclusionAI/Rubicon-Preview 
Model Size30.5b
Required VRAM61.1 GB
Updated2026-03-29
MaintainerinclusionAI
Model Typeqwen3_moe
Model Files  5.0 GB: 1-of-13   5.0 GB: 2-of-13   5.0 GB: 3-of-13   5.0 GB: 4-of-13   5.0 GB: 5-of-13   5.0 GB: 6-of-13   5.0 GB: 7-of-13   5.0 GB: 8-of-13   5.0 GB: 9-of-13   5.0 GB: 10-of-13   5.0 GB: 11-of-13   5.0 GB: 12-of-13   1.1 GB: 13-of-13
Model ArchitectureQwen3MoeForCausalLM
Licenseapache-2.0
Context Length40960
Model Max Length40960
Transformers Version4.51.3
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to Rubicon Preview

Best Alternatives
Context / RAM
Downloads
Likes
SimpleChat 30BA3B V2195K / 61.1 GB65
SimpleChat 30BA3B V139K / 61.1 GB11
MiroThinker 1.7 Mini Mlx 4Bit256K / 17.2 GB2302
Note: green Score (e.g. "73.2") means that the model is better than inclusionAI/Rubicon-Preview.

Rank the Rubicon 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  

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