MediPhi Instruct by microsoft

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  Arxiv:2407.13833   Arxiv:2505.10717   Arxiv:2507.05517   Arxiv:2507.07248   Autotrain compatible Base model:finetune:microsoft/... Base model:microsoft/phi-3.5-m...   Clinical   Conversational   Dataset:akemih/notechat   Dataset:epfl-llm/guidelines Dataset:jpcorb20/medical wikip...   Dataset:microsoft/mediflow   Dataset:ncbi/pubmed Dataset:starmpcc/asclepius-syn... Dataset:zhengyun21/pmc-patient...   En   Endpoints compatible   Instruct   Medical   Merge   Mergekit   Phi3   Region:us   Safetensors   Sharded   Tensorflow

MediPhi Instruct Benchmarks

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

LLM NameMediPhi Instruct
Repository ๐Ÿค—https://huggingface.co/microsoft/MediPhi-Instruct 
Base Model(s)  microsoft/Phi-3.5-mini-instruct   microsoft/Phi-3.5-mini-instruct
Model Size3.8b
Required VRAM7.7 GB
Updated2025-07-20
Maintainermicrosoft
Model Typephi3
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   2.7 GB: 2-of-2
Supported Languagesen
Model ArchitecturePhi3ForCausalLM
Licensemit
Context Length131072
Model Max Length131072
Transformers Version4.47.0
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size32064
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than microsoft/MediPhi-Instruct.

Rank the MediPhi Instruct 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