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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: 0.45983
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
Updated2026-03-09
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 GGUF111139281 GB
Phi 4 Mini Instruct GGUF6066341 GB
Phi 4 Mini Instruct Bnb 4bit450342 GB
...Mini Instruct Unsloth Bnb 4bit1841333 GB
Phi 4 Mini Instruct 8bit44954 GB
Phi 4 Mini Instruct 6bit2573 GB

Best Alternatives to Phi 4 Mini Instruct

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Context / RAM
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Likes
Phi 4 Mini Instruct ONNX GQA128K /  GB365
Phi 3.5 Mini Instruct Onnx Web128K /  GB206914
Phi 3.5 Mini Instruct Onnx128K /  GB11731
Phi 3 Mini 128K Instruct Onnx128K /  GB205193
...i 3 Mini 128K Instruct Ov Int4128K / 2 GB60
...Medium 128K Instruct Onnx Cuda128K /  GB4923
... Medium 128K Instruct Onnx Cpu128K /  GB1713
...3 Mini 128K Instruct Asym Int4128K / 2.5 GB1220
...um 128K Instruct Onnx Directml128K /  GB145
Model1128K / 0.8 GB200

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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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