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Aya Expanse 32B by CohereForAI

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Model Card on HF 🤗: https://huggingface.co/CohereForAI/aya-expanse-32b 

Aya Expanse 32B Benchmarks

LMSys ELO: 1209 vs 1272 (so35)-5%
MMLU Pro: 34.78
GPQA: 10.07
MUSR: 6.41
BBH: 38.71
IFEval: 73.02 vs 88 (so35)-17%
MATH Lvl 5: 15.33
LLME Score: 0.55554
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Aya Expanse 32B (CohereForAI/aya-expanse-32b)

Aya Expanse 32B Parameters and Internals

Model Type 
multilingual, auto-regressive
Supported Languages 
Arabic (supported), Chinese (simplified & traditional) (supported), Czech (supported), Dutch (supported), English (supported), French (supported), German (supported), Greek (supported), Hebrew (supported), Hindi (supported), Indonesian (supported), Italian (supported), Japanese (supported), Korean (supported), Persian (supported), Polish (supported), Portuguese (supported), Romanian (supported), Russian (supported), Spanish (supported), Turkish (supported), Ukrainian (supported), Vietnamese (supported)
Training Details 
Methodology:
Supervised finetuning, preference training, and model merging
Context Length:
128000
Model Architecture:
Optimized transformer architecture
Input Output 
Input Format:
Models input text only
Output Format:
Models generate text only
LLM NameAya Expanse 32B
Repository 🤗https://huggingface.co/CohereForAI/aya-expanse-32b 
Model Size32b
Required VRAM64.2 GB
Updated2025-03-13
MaintainerCohereForAI
Model Typecohere
Model Files  4.9 GB: 1-of-14   4.9 GB: 2-of-14   4.9 GB: 3-of-14   4.8 GB: 4-of-14   4.9 GB: 5-of-14   4.9 GB: 6-of-14   4.9 GB: 7-of-14   4.8 GB: 8-of-14   4.9 GB: 9-of-14   4.9 GB: 10-of-14   4.9 GB: 11-of-14   4.8 GB: 12-of-14   4.9 GB: 13-of-14   0.8 GB: 14-of-14
Supported Languagesen fr de es it pt ja ko zh ar el fa pl id cs he hi nl ro ru tr uk vi
Gated ModelYes
Model ArchitectureCohereForCausalLM
Licenseproprietary
Context Length8192
Model Max Length8192
Transformers Version4.44.0
Tokenizer ClassCohereTokenizer
Padding Token<PAD>
Vocabulary Size256000
Torch Data Typefloat16

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Rank the Aya Expanse 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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