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AReaL Boba 2 32B by inclusionAI

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AReaL Boba 2 32B is an open-source language model by inclusionAI. Features: 32b LLM, VRAM: 65.6GB, Context: 40K, License: apache-2.0, LLM Explorer Score: 0.2.

  Arxiv:2505.24298   Conversational   Endpoints compatible   Pytorch   Qwen3   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/inclusionAI/AReaL-boba-2-32B 

AReaL Boba 2 32B Benchmarks

LLME Score: 0.19691
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
AReaL Boba 2 32B (inclusionAI/AReaL-boba-2-32B)
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AReaL Boba 2 32B Parameters and Internals

LLM NameAReaL Boba 2 32B
Repository 🤗https://huggingface.co/inclusionAI/AReaL-boba-2-32B 
Model Size32b
Required VRAM65.6 GB
Updated2026-04-28
MaintainerinclusionAI
Model Typeqwen3
Model Files  8.4 GB: 1-of-8   8.8 GB: 2-of-8   8.8 GB: 3-of-8   7.8 GB: 4-of-8   7.8 GB: 5-of-8   7.8 GB: 6-of-8   7.8 GB: 7-of-8   8.4 GB: 8-of-8
Model ArchitectureQwen3ForCausalLM
Licenseapache-2.0
Context Length40960
Model Max Length40960
Transformers Version4.51.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typefloat16
Errorsreplace

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...ll Qwen3 32B Preview7 QAT 200K195K / 65.8 GB43
...ll Qwen3 32B Preview6 QAT 200K195K / 65.8 GB62
...ll Qwen3 32B Preview4 QAT 200K195K / 65.8 GB22
Qwen3 32B40K / 65.6 GB6278531692
Qwen3 32B40K / 65.8 GB1793914
FrogBoss 32B 251040K / 65.8 GB3671429
Assistant Pepe 32B40K / 65.5 GB11230
Qwen3 32B NVFP440K / 20.7 GB14475214
Nemotron Terminal 32B40K / 65.6 GB186938
Qwen3 32B FP840K / 34.5 GB28799383
Note: green Score (e.g. "73.2") means that the model is better than inclusionAI/AReaL-boba-2-32B.

Rank the AReaL Boba 2 32B 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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