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Asclepius Mistral 7B V0.3 by starmpcc

 »  All LLMs  »  starmpcc  »  Asclepius Mistral 7B V0.3   URL Share it on

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  Arxiv:2309.00237   Autotrain compatible Dataset:starmpcc/asclepius-syn...   En   Endpoints compatible   Medical   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/starmpcc/Asclepius-Mistral-7B-v0.3 

Asclepius Mistral 7B V0.3 Benchmarks

LLME Score: 0.19356
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Asclepius Mistral 7B V0.3 (starmpcc/Asclepius-Mistral-7B-v0.3)

Asclepius Mistral 7B V0.3 Parameters and Internals

Model Type 
Clinical LLM, Large Language Model, text2text-generation, medical
Use Cases 
Applications:
Named Entity Recognition, Abbreviation Expansion, Relation Extraction, Temporal Information Extraction, Coreference Resolution, Paraphrasing, Summarization, Question Answering
Primary Use Cases:
Clinical NLP tasks
Limitations:
Only use for research purposes
Supported Languages 
English (NLP)
Training Details 
Data Sources:
starmpcc/Asclepius-Synthetic-Clinical-Notes
Methodology:
Initial training was conducted using causal language modeling on synthetic clinical notes. It was then fine-tuned with clinical instruction-response pairs.
Context Length:
8192
Hardware Used:
4x A100 80G
Release Notes 
Version:
Asclepius-R
Date:
2024.01.10
Notes:
Asclepius-R, the variant of Asclepius that trained on MIMIC-III discharge summaries, is now available on Physionet
LLM NameAsclepius Mistral 7B V0.3
Repository 🤗https://huggingface.co/starmpcc/Asclepius-Mistral-7B-v0.3 
Model Size7b
Required VRAM29 GB
Updated2025-02-22
Maintainerstarmpcc
Model Typemistral
Model Files  5.0 GB: 1-of-6   4.9 GB: 2-of-6   5.0 GB: 3-of-6   5.0 GB: 4-of-6   4.8 GB: 5-of-6   4.3 GB: 6-of-6   0.0 GB
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licensecc-by-nc-sa-4.0
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32768
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than starmpcc/Asclepius-Mistral-7B-v0.3.

Rank the Asclepius Mistral 7B V0.3 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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