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Phi 3 Mini 4K Instruct by unsloth

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Model Card on HF 🤗: https://huggingface.co/unsloth/Phi-3-mini-4k-instruct 

Phi 3 Mini 4K Instruct Benchmarks

MMLU Pro: 33.68
GPQA: 9.73
MUSR: 13.12
BBH: 36.73
IFEval: 54.4 vs 88 (so35)-38.2%
ARC: 62.97 vs 96.7 (so35)-34.9%
HellaSwag: 80.61 vs 95.3 (gpt4)-15.4%
MMLU: 69.08 vs 88.3 (so35)-21.8%
TruthfulQA: 59.88 vs 59 (gpt4)1.5%
WinoGrande: 72.69 vs 87.5 (gpt4)-16.9%
GSM8K: 73.92 vs 96.4 (so35)-23.3%
MATH Lvl 5: 16.39
LLME Score: 0.32488
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi 3 Mini 4K Instruct (unsloth/Phi-3-mini-4k-instruct)

Phi 3 Mini 4K Instruct Parameters and Internals

Model Type 
text generation, transformers
Use Cases 
Areas:
research, commercial applications
Primary Use Cases:
text generation, model finetuning
Additional Notes 
The model can be directly quantized to 4bit using 'bitsandbytes'.
LLM NamePhi 3 Mini 4K Instruct
Repository 🤗https://huggingface.co/unsloth/Phi-3-mini-4k-instruct 
Model Size3.8b
Required VRAM7.6 GB
Updated2025-02-22
Maintainerunsloth
Model Typemistral
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   2.6 GB: 2-of-2
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.44.2
Tokenizer ClassLlamaTokenizer
Padding Token<|placeholder6|>
Vocabulary Size32064
Torch Data Typebfloat16

Quantized Models of the Phi 3 Mini 4K Instruct

Model
Likes
Downloads
VRAM
Scm Phi3 Q4 K M V30192 GB
...in 2.9.1 Phi 3 Kensho 4.5B AWQ0843 GB
Scm Phi3 Q80104 GB
Scm Phi3 Q5 K M V30102 GB
Scm Phi3 16 V30107 GB
Scm Phi3 Q8 V3124 GB
Scm Phi3 Q4 K M052 GB
...Sentiment May 24 2024 2epoches0747 GB
Dj Phi 3 F16 GGUF0407 GB
Dj Phi 3 3.8B 16bit0147 GB

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Phi 3 Mini 4K Instruct Orpo V24K / 14.9 GB91
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Rank the Phi 3 Mini 4K 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 v20241227
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