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Bio Medical Llama 3 8B by ContactDoctor

 »  All LLMs  »  ContactDoctor  »  Bio Medical Llama 3 8B   URL Share it on

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  Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   Biomed   Conversational Dataset:collaiborateorg/biomed...   Endpoints compatible   Generated from trainer   Healthcare & lifesciences   Instruct   Llama   Medical   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ContactDoctor/Bio-Medical-Llama-3-8B 

Bio Medical Llama 3 8B Benchmarks

MMLU Pro: 29.42
GPQA: 11.19
MUSR: 1.76
BBH: 26.2
IFEval: 44.22 vs 88 (so35)-49.8%
MATH Lvl 5: 6.72
LLME Score: 0.30635
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sponsored by Nebius

Bio Medical Llama 3 8B Parameters and Internals

Use Cases 
Areas:
Research Support, Clinical Decision Support, Educational Tool
Primary Use Cases:
Assisting researchers in literature review and data extraction, Providing information to support clinical decision-making processes, Serving as a resource for medical students and professionals
Limitations:
The model may inherit biases present in the training data., The model's responses may not always be accurate or up-to-date.
Considerations:
The model should complement, not replace, professional judgment and expertise.
Training Details 
Data Sources:
collaiborateorg/BioMedData
Data Volume:
500,000+ entries
Responsible Ai Considerations 
Fairness:
Efforts have been made to curate a balanced dataset, but some biases may persist.
LLM NameBio Medical Llama 3 8B
Repository 🤗https://huggingface.co/ContactDoctor/Bio-Medical-Llama-3-8B 
Base Model(s)  Meta Llama 3 8B Instruct   meta-llama/Meta-Llama-3-8B-Instruct
Model Size8b
Required VRAM16.1 GB
Updated2024-11-09
MaintainerContactDoctor
Model Typellama
Instruction-BasedYes
Model Files  10.0 GB: 1-of-2   6.1 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.41.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|eot_id|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than ContactDoctor/Bio-Medical-Llama-3-8B.

Rank the Bio Medical Llama 3 8B Capabilities

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Instruction Following and Task Automation  
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Factuality and Completeness of Knowledge  
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Censorship and Alignment  
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Data Analysis and Insight Generation  
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Text Generation  
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Text Summarization and Feature Extraction  
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Code Generation  
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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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