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Phi 3 Medium 128K Instruct by microsoft

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Phi 3 Medium 128K Instruct Benchmarks

ARC: 66.47 vs 96.7 (so35)-31.3%
HellaSwag: 84.91 vs 95.3 (gpt4)-10.9%
MMLU: 76.75 vs 88.3 (so35)-13.1%
TruthfulQA: 54.59 vs 59 (gpt4)-7.5%
WinoGrande: 74.74 vs 87.5 (gpt4)-14.6%
GSM8K: 80.52 vs 96.4 (so35)-16.5%
LLME Score: 0.3729
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Phi 3 Medium 128K Instruct Parameters and Internals

LLM NamePhi 3 Medium 128K Instruct
Repository 🤗https://huggingface.co/microsoft/Phi-3-medium-128k-instruct 
Model Size14b
Required VRAM28 GB
Updated2024-09-07
Maintainermicrosoft
Model Typephi3
Instruction-BasedYes
Model Files  4.9 GB: 1-of-6   5.0 GB: 2-of-6   4.9 GB: 3-of-6   4.8 GB: 4-of-6   4.8 GB: 5-of-6   3.6 GB: 6-of-6
Model ArchitecturePhi3ForCausalLM
Licensemit
Context Length131072
Model Max Length131072
Transformers Version4.39.3
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size32064
Torch Data Typebfloat16
Phi 3 Medium 128K Instruct (microsoft/Phi-3-medium-128k-instruct)

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Note: green Score (e.g. "73.2") means that the model is better than microsoft/Phi-3-medium-128k-instruct.

Rank the Phi 3 Medium 128K Instruct Capabilities

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Instruction Following and Task Automation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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