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Clinical Ehr Prototype 0.1 by elucidator8918

 »  All LLMs  »  elucidator8918  »  Clinical Ehr Prototype 0.1   URL Share it on

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  Autotrain compatible   Conversational Dataset:starmpcc/asclepius-syn...   En   Endpoints compatible   Instruct   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/elucidator8918/clinical-ehr-prototype-0.1 

Clinical Ehr Prototype 0.1 Benchmarks

LLME Score: 0.17042
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Clinical Ehr Prototype 0.1 (elucidator8918/clinical-ehr-prototype-0.1)

Clinical Ehr Prototype 0.1 Parameters and Internals

Model Type 
text generation
Supported Languages 
en (English)
Training Details 
Data Sources:
starmpcc/Asclepius-Synthetic-Clinical-Notes
Methodology:
Fine-tuning with LoRA and 4-bit precision
Model Architecture:
Mistral-7B-Instruct-v0.1-sharded architecture with LoRA fine-tuning.
Input Output 
Accepted Modalities:
text
Output Format:
text
LLM NameClinical Ehr Prototype 0.1
Repository 🤗https://huggingface.co/elucidator8918/clinical-ehr-prototype-0.1 
Model Size7b
Required VRAM14.4 GB
Updated2024-12-14
Maintainerelucidator8918
Model Typellama
Instruction-BasedYes
Model Files  9.9 GB: 1-of-2   4.5 GB: 2-of-2
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length32768
Model Max Length32768
Transformers Version4.34.1
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than elucidator8918/clinical-ehr-prototype-0.1.

Rank the Clinical Ehr Prototype 0.1 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 v20241124
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