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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: 0.30682
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

Model Type 
text-generation
Use Cases 
Areas:
research
Applications:
medical question answering, biomedical research
Limitations:
Not recommended for professional use without further testing.
Considerations:
Consider thorough testing and validation in real-world applications.
Additional Notes 
Advised as a research tool with emphasis on further alignment and testing for medical use.
Supported Languages 
fr (French), en (English), de (German), nl (Dutch), es (Spanish), pt (Portuguese), pl (Polish), ro (Romanian), it (Italian)
Training Details 
Data Sources:
PubMed Central Open Access
Context Length:
2048
Input Output 
Input Format:
text
Accepted Modalities:
text
Output Format:
text
LLM NameBioMistral 7B
Repository 🤗https://huggingface.co/BioMistral/BioMistral-7B 
Model Size7b
Required VRAM14.5 GB
Updated2024-11-21
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
BioMistral 7B GGUF4957182 GB
...Mistral 7B Lora Finetuned 4bit0294 GB

Best Alternatives to BioMistral 7B

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Context / RAM
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MegaBeam Mistral 7B 512K512K / 14.4 GB1478743
SpydazWeb AI HumanAI RP512K / 14.4 GB971
SpydazWeb AI HumanAI 002512K / 14.4 GB171
...daz Web AI ChatML 512K Project512K / 14.5 GB120
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Hebrew Mistral 7B 200K256K / 30 GB318315
Astral 256K 7B250K / 14.4 GB130
Astral 256K 7B V2250K / 14.4 GB120
Boptruth Agatha 7B128K / 14.4 GB5360
Note: green Score (e.g. "73.2") means that the model is better than BioMistral/BioMistral-7B.

Rank the BioMistral 7B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241110
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