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BioGPT Large Finetuned Chatdoctor by Narrativaai

 »  All LLMs  »  Narrativaai  »  BioGPT Large Finetuned Chatdoctor   URL Share it on

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  Arxiv:2303.14070   Autotrain compatible   Biogpt   Chat Dataset:linhduong/chatdoctor-2...   Doctor   Doi:10.57967/hf/0601   En   Endpoints compatible   Finetuned   Instruct   Medical   Pytorch   Qa   Region:us   Safetensors   Tensorboard
Model Card on HF 🤗: https://huggingface.co/Narrativaai/BioGPT-Large-finetuned-chatdoctor 

BioGPT Large Finetuned Chatdoctor Benchmarks

LLME Score: 0.10034
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
BioGPT Large Finetuned Chatdoctor (Narrativaai/BioGPT-Large-finetuned-chatdoctor)

BioGPT Large Finetuned Chatdoctor Parameters and Internals

Model Type 
text-generation, question-answering
Use Cases 
Areas:
research
Applications:
medical QA, chatbot development
Primary Use Cases:
Answering medical questions, Chatbot interactions with healthcare professionals
Limitations:
Not suitable for clinical decision making or patient treatment without supervision
Considerations:
This model is suggested to be used within research contexts and not for direct patient care applications.
Supported Languages 
en (English)
Training Details 
Data Sources:
https://drive.google.com/file/d/1lyfqIwlLSClhgrCutWuEe_IACNq6XNUt/view?usp=sharing, https://drive.google.com/file/d/1ZKbqgYqWc7DJHs3N9TQYQVPdDQmZaClA/view?usp=sharing, https://drive.google.com/file/d/1nDTKZ3wZbZWTkFMBkxlamrzbNz0frugg/view?usp=sharing, https://github.com/Kent0n-Li/ChatDoctor/blob/main/format_dataset.csv
Model Architecture:
Domain-specific generative Transformer language model
Input Output 
Input Format:
text-based prompt input
Accepted Modalities:
text
Output Format:
text-based answer or continuation
LLM NameBioGPT Large Finetuned Chatdoctor
Repository 🤗https://huggingface.co/Narrativaai/BioGPT-Large-finetuned-chatdoctor 
Model Size1.6b
Required VRAM6.3 GB
Updated2025-02-22
MaintainerNarrativaai
Model Typebiogpt
Model Files  6.3 GB   6.3 GB   0.0 GB
Supported Languagesen
Model ArchitectureBioGptForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.28.1
Vocabulary Size57717
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than Narrativaai/BioGPT-Large-finetuned-chatdoctor.

Rank the BioGPT Large Finetuned Chatdoctor 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 v20241227
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