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Asclepius Llama3 8B by starmpcc

 »  All LLMs  »  starmpcc  »  Asclepius Llama3 8B   URL Share it on

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  Arxiv:2309.00237   Autotrain compatible Dataset:starmpcc/asclepius-syn...   En   Endpoints compatible   Llama   Medical   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/starmpcc/Asclepius-Llama3-8B 

Asclepius Llama3 8B Benchmarks

LLME Score: 0.20406
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Asclepius Llama3 8B (starmpcc/Asclepius-Llama3-8B)

Asclepius Llama3 8B Parameters and Internals

Model Type 
Clinical LLM, text2text-generation
Use Cases 
Areas:
Research
Applications:
Clinical NLP tasks
Primary Use Cases:
Named Entity Recognition, Abbreviation Expansion, Relation Extraction, Temporal Information Extraction, Coreference Resolution, Paraphrasing, Summarization, Question Answering
Limitations:
Use only for research
Supported Languages 
English (proficient)
Training Details 
Data Sources:
Asclepius-Synthetic-Clinical-Notes
Context Length:
8192
Training Time:
32 hours 40 minutes
Hardware Used:
4x A100 80G
Model Architecture:
Causal Language Model
Input Output 
Input Format:
[Discharge Summary Begin] {note} [Discharge Summary End] [Instruction Begin] {question} [Instruction End]
Accepted Modalities:
text
Release Notes 
Version:
2024.01.10
Date:
2024-01-10
Notes:
Asclepius-R variant now available on Physionet.
LLM NameAsclepius Llama3 8B
Repository 🤗https://huggingface.co/starmpcc/Asclepius-Llama3-8B 
Model Size8b
Required VRAM32.1 GB
Updated2025-02-22
Maintainerstarmpcc
Model Typellama
Model Files  4.9 GB: 1-of-7   4.8 GB: 2-of-7   5.0 GB: 3-of-7   5.0 GB: 4-of-7   4.8 GB: 5-of-7   5.0 GB: 6-of-7   2.6 GB: 7-of-7   0.0 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-sa-4.0
Context Length8192
Model Max Length8192
Transformers Version4.41.2
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than starmpcc/Asclepius-Llama3-8B.

Rank the Asclepius Llama3 8B 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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Release v20241227
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