Phi Tiny MoE Instruct by microsoft

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  Arxiv:2404.14219   Arxiv:2409.12136   Arxiv:2506.18349   Conversational   Custom code   En   Instruct   Moe   Phimoe   Region:us   Safetensors   Sharded   Tensorflow

Phi Tiny MoE Instruct Benchmarks

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

LLM NamePhi Tiny MoE Instruct
Repository ๐Ÿค—https://huggingface.co/microsoft/Phi-tiny-MoE-instruct 
Model Size3.8b
Required VRAM7.5 GB
Updated2025-07-02
Maintainermicrosoft
Model Typephimoe
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   2.5 GB: 2-of-2
Supported Languagesen
Model ArchitecturePhiMoEForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.43.3
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size32064
Torch Data Typebfloat16

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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