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Phi 3 Mini 4K Python by theprint

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  4bit   Autotrain compatible Base model:quantized:unsloth/p... Base model:unsloth/phi-3-mini-...   Conversational Dataset:ajibawa-2023/python-co... Dataset:iamtarun/python code i...   En   Endpoints compatible   Gguf   Instruct   Lora   Mistral   Model-index   Pytorch   Quantized   Region:us   Safetensors   Sft   Sharded   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/theprint/phi-3-mini-4k-python 

Phi 3 Mini 4K Python Benchmarks

MMLU Pro: 28.63
GPQA: 5.48
MUSR: 9.22
BBH: 28.45
IFEval: 24.09 vs 88 (so35)-72.6%
MATH Lvl 5: 9.52
LLME Score: 0.25799
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 Python (theprint/phi-3-mini-4k-python)

Phi 3 Mini 4K Python Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, mistral, trl, sft
Additional Notes 
This mistral model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
LLM NamePhi 3 Mini 4K Python
Repository 🤗https://huggingface.co/theprint/phi-3-mini-4k-python 
Base Model(s)  ...hi 3 Mini 4K Instruct Bnb 4bit   unsloth/Phi-3-mini-4k-instruct-bnb-4bit
Required VRAM7.6 GB
Updated2024-12-21
Maintainertheprint
Instruction-BasedYes
Model Files  0.1 GB   7.6 GB   2.3 GB   2.7 GB   3.1 GB   4.1 GB   5.0 GB: 1-of-2   2.6 GB: 2-of-2
Supported Languagesen
GGUF QuantizationYes
Quantization Type4bit|gguf
Model ArchitectureAutoModelForCausalLM
Licenseapache-2.0
Model Max Length131072
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token<|placeholder6|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesk_proj|o_proj|gate_proj|q_proj|up_proj|down_proj|v_proj
LoRA Alpha32
LoRA Dropout0
R Param16

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Rank the Phi 3 Mini 4K Python 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 v20241217
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