Sam Diagnostic by somosnlp

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Sam Diagnostic Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Sam Diagnostic Parameters and Internals

Model Type 
medical application
Use Cases 
Areas:
medical diagnostics
Considerations:
not specified in the text
Additional Notes 
La AI no te quitara el trabajo... El trabajo te lo quitara otra persona que tenga conocimiento fundamental y avanzado de la AI.
Training Details 
Data Sources:
transcripciones mΓ©dicas extraidas de Kaggle
Data Volume:
not specified
Methodology:
fine-tuning, data translation using chatgpt
LLM NameSam Diagnostic
Repository πŸ€—https://huggingface.co/somosnlp/Sam_Diagnostic 
Model Size2b
Required VRAM5.1 GB
Updated2024-12-02
Maintainersomosnlp
Model Typegemma
Model Files  5.0 GB: 1-of-2   0.1 GB: 2-of-2
Supported Languageses en
Model ArchitectureGemmaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.38.2
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16
Sam Diagnostic (somosnlp/Sam_Diagnostic)

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Note: green Score (e.g. "73.2") means that the model is better than somosnlp/Sam_Diagnostic.

Rank the Sam Diagnostic 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 v20241124