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Medical ChatBot by Mohammed-Altaf

 »  All LLMs  »  Mohammed-Altaf  »  Medical ChatBot   URL Share it on

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  Autotrain compatible Dataset:mohammed-altaf/medical...   En   Endpoints compatible   Gpt2   Instruct   Medical   Pytorch   Region:us
Model Card on HF 🤗: https://huggingface.co/Mohammed-Altaf/Medical-ChatBot 

Medical ChatBot Benchmarks

ARC: 30.46 vs 96.7 (so35)-68.5%
HellaSwag: 38.55 vs 95.3 (gpt4)-59.5%
MMLU: 25.91 vs 88.3 (so35)-70.7%
TruthfulQA: 41.02 vs 59 (gpt4)-30.5%
WinoGrande: 54.22 vs 87.5 (gpt4)-38%
GSM8K: 1.06 vs 96.4 (so35)-98.9%
LLME Score: 0.22144
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Medical ChatBot (Mohammed-Altaf/Medical-ChatBot)

Medical ChatBot Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research
Limitations:
Not intended for real medical settings, Not a substitute for professional medical advice
Considerations:
Health concerns should be addressed by a licensed healthcare provider.
Supported Languages 
en (proficient)
Training Details 
Data Sources:
Mohammed-Altaf/medical-instruction-120k
Model Architecture:
GPT2
Input Output 
Input Format:
The conversation begins with '[|Human|] {input}\n[|AI|]'.
Accepted Modalities:
text
Output Format:
Textual response to the input question.
LLM NameMedical ChatBot
Repository 🤗https://huggingface.co/Mohammed-Altaf/Medical-ChatBot 
Required VRAM10.4 GB
Updated2024-12-22
MaintainerMohammed-Altaf
Model Typegpt2
Instruction-BasedYes
Model Files  10.4 GB
Supported Languagesen
Model ArchitectureGPT2LMHeadModel
Licensemit
Model Max Length1024
Transformers Version4.26.1
Tokenizer ClassGPT2Tokenizer
Beginning of Sentence Token<|endoftext|>
End of Sentence Token<|endoftext|>
Unk Token<|endoftext|>
Vocabulary Size28896
Torch Data Typefloat32
Activation Functiongelu_new
Errorsreplace

Best Alternatives to Medical ChatBot

Best Alternatives
Context / RAM
Downloads
Likes
Math Gpt20K / 0.5 GB5120
Instruct GPT0K / 1.4 GB5270
Note: green Score (e.g. "73.2") means that the model is better than Mohammed-Altaf/Medical-ChatBot.

Rank the Medical ChatBot 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 v20241217
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