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Phi 4 Mini Instruct by microsoft

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Model Card on HF 🤗: https://huggingface.co/microsoft/Phi-4-mini-instruct 

Phi 4 Mini Instruct Benchmarks

MMLU Pro: 32.58
GPQA: 7.94
MUSR: 6.45
BBH: 38.74
IFEval: 73.78 vs 88 (so35)-16.2%
MATH Lvl 5: 16.99
LLME Score: 0.45625
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi 4 Mini Instruct (microsoft/Phi-4-mini-instruct)
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Phi 4 Mini Instruct Parameters and Internals

LLM NamePhi 4 Mini Instruct
Repository 🤗https://huggingface.co/microsoft/Phi-4-mini-instruct 
Model Size3.8b
Required VRAM7.7 GB
Updated2025-09-08
Maintainermicrosoft
Model Typephi3
Instruction-BasedYes
Model Files  4.9 GB: 1-of-2   2.8 GB: 2-of-2
Supported Languagesar zh cs da nl en fi fr de he hu it ja ko no pl pt ru es sv th tr uk
Model ArchitecturePhi3ForCausalLM
Licensemit
Context Length131072
Model Max Length131072
Transformers Version4.45.0
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size200064
Torch Data Typebfloat16

Quantized Models of the Phi 4 Mini Instruct

Model
Likes
Downloads
VRAM
Phi 4 Mini Instruct GGUF111631181 GB
Phi 4 Mini Instruct GGUF47182911 GB
Phi 4 Mini Instruct Bnb 4bit341342 GB
...Mini Instruct Unsloth Bnb 4bit1826283 GB
Phi 4 Mini Instruct 8bit416844 GB
Phi 4 Mini Instruct 6bit2713 GB

Best Alternatives to Phi 4 Mini Instruct

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Context / RAM
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Phi 3 Mini 128K Instruct128K / 7.7 GB10702321669
Phi 3.5 Mini Instruct128K / 7.7 GB218890906
MediPhi Instruct128K / 7.7 GB449344
NuExtract 1.5128K / 7.7 GB68154237
NuExtract V1.5128K / 7.7 GB10851189
MediPhi Clinical128K / 7.7 GB8749
Phi 4 Mini Instruct128K / 7.7 GB551720
Phi 3.5 Mini TitanFusion 0.1128K / 7.7 GB50
MediPhi MedCode128K / 7.7 GB5973
MediPhi PubMed128K / 7.7 GB4807

Rank the Phi 4 Mini 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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Release v20241124
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