NatureLM 8x7B by microsoft

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  Arxiv:2502.07527   Biology   Chemistry   En   Mixtral   Moe   Region:us   Safetensors
Model Card on HF ๐Ÿค—: https://huggingface.co/microsoft/NatureLM-8x7B 

NatureLM 8x7B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
NatureLM 8x7B (microsoft/NatureLM-8x7B)
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NatureLM 8x7B Parameters and Internals

LLM NameNatureLM 8x7B
Repository ๐Ÿค—https://huggingface.co/microsoft/NatureLM-8x7B 
Model Size46.7b
Required VRAM0.3 GB
Updated2025-07-02
Maintainermicrosoft
Model Typemixtral
Model Files  0.3 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   2.9 GB   0.0 GB   0.3 GB
Supported Languagesen
Model ArchitectureMixtralForCausalLM
Licensemit
Context Length32768
Model Max Length32768
Transformers Version4.36.0.dev0
Tokenizer ClassNatureLM8x7BTokenizer
Vocabulary Size33982
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than microsoft/NatureLM-8x7B.

Rank the NatureLM 8x7B 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