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Phi 3.5 Mini Instruct by microsoft

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  Arxiv:2403.06412   Arxiv:2404.14219   Arxiv:2407.13833   Autotrain compatible   Code   Conversational   Custom code   Endpoints compatible   Instruct   Multilingual   Phi3   Region:us   Safetensors   Sharded   Tensorflow

Phi 3.5 Mini Instruct Benchmarks

MMLU Pro: 32.91
GPQA: 11.97
MUSR: 10.1
BBH: 36.75
IFEval: 57.75 vs 88 (so35)-34.4%
MATH Lvl 5: 14.95
LLME Score: 0.58885
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Phi 3.5 Mini Instruct Parameters and Internals

LLM NamePhi 3.5 Mini Instruct
Repository 🤗https://huggingface.co/microsoft/Phi-3.5-mini-instruct 
Model Size3.8b
Required VRAM7.7 GB
Updated2024-09-08
Maintainermicrosoft
Model Typephi3
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   2.7 GB: 2-of-2
Model ArchitecturePhi3ForCausalLM
Licensemit
Context Length131072
Model Max Length131072
Transformers Version4.43.3
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size32064
Torch Data Typebfloat16
Phi 3.5 Mini Instruct (microsoft/Phi-3.5-mini-instruct)

Quantized Models of the Phi 3.5 Mini Instruct

Model
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VRAM
Phi 3.5 Mini Instruct GGUF210100 GB

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Phi 3 Mini 128K Instruct RU128K / 7.7 GB714

Rank the Phi 3.5 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 v2024072803
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