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BioMistral 7B by BioMistral

 »  All LLMs  »  BioMistral  »  BioMistral 7B   URL Share it on

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  Arxiv:2402.10373   Autotrain compatible   Biology   Conversational   De   En   Endpoints compatible   Es   Fr   It   Medical   Mistral   Nl   Pl   Pt   Pytorch   Region:us   Ro   Tensorboard

BioMistral 7B Benchmarks

ARC: 54.27 vs 96.7 (so35)-43.9%
HellaSwag: 79.09 vs 95.3 (gpt4)-17%
MMLU: 55.56 vs 88.3 (so35)-37.1%
TruthfulQA: 51.61 vs 59 (gpt4)-12.5%
WinoGrande: 73.48 vs 87.5 (gpt4)-16%
LLME Score: 0.32954
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

BioMistral 7B Parameters and Internals

LLM NameBioMistral 7B
Repository 🤗https://huggingface.co/BioMistral/BioMistral-7B 
Model Size7b
Required VRAM14.5 GB
Updated2024-09-18
MaintainerBioMistral
Model Typemistral
Model Files  14.5 GB
Supported Languagesfr en de nl es pt pl ro it
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16
BioMistral 7B (BioMistral/BioMistral-7B)

Quantized Models of the BioMistral 7B

Model
Likes
Downloads
VRAM
...Mistral 7B Lora Finetuned 4bit0294 GB
BioMistral 7B GGUF418922 GB

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Rank the BioMistral 7B 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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Release v2024072803
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