Aura 16x17B SparseMoE by orion-research

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  Autotrain compatible   Conversational   En   Endpoints compatible   License:apache-2.0   Moe   Orion   Pt   Region:us   Safetensors   Sharded   Tensorflow

Aura 16x17B SparseMoE Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Aura 16x17B SparseMoE (orion-research/Aura-16x17B-SparseMoE)
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Aura 16x17B SparseMoE Parameters and Internals

LLM NameAura 16x17B SparseMoE
Repository ๐Ÿค—https://huggingface.co/orion-research/Aura-16x17B-SparseMoE 
Model Size17b
Required VRAM34 GB
Updated2024-07-15
Maintainerorion-research
Model Typeorion
Model Files  5.0 GB: 1-of-7   4.9 GB: 2-of-7   4.9 GB: 3-of-7   5.0 GB: 4-of-7   4.9 GB: 5-of-7   4.9 GB: 6-of-7   4.4 GB: 7-of-7
Supported Languagesen pt
Model ArchitectureOrionForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token[PAD]
Vocabulary Size128257
Torch Data Typebfloat16

Rank the Aura 16x17B SparseMoE 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 v20241124