Phi 3 Mini Instruct 16bit by pinkyprakash

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Phi 3 Mini Instruct 16bit Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Phi 3 Mini Instruct 16bit Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, mistral, trl, sft
Additional Notes 
This mistral model was trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NamePhi 3 Mini Instruct 16bit
Repository ๐Ÿค—https://huggingface.co/pinkyprakash/Phi-3-Mini-Instruct_16bit 
Base Model(s)  unsloth/phi-3-mini-4k-instruct-bnb-4bit   unsloth/phi-3-mini-4k-instruct-bnb-4bit
Model Size3.8b
Required VRAM7.6 GB
Updated2025-06-10
Maintainerpinkyprakash
Instruction-BasedYes
Model Files  0.1 GB   5.0 GB: 1-of-2   2.6 GB: 2-of-2
Supported Languagesen
Quantization Type4bit
Model ArchitectureAutoModelForCausalLM
Licenseapache-2.0
Model Max Length4096
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token<|placeholder6|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj|up_proj|gate_proj|o_proj|down_proj|k_proj
LoRA Alpha16
LoRA Dropout0
R Param16
Phi 3 Mini Instruct 16bit (pinkyprakash/Phi-3-Mini-Instruct_16bit)

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Note: green Score (e.g. "73.2") means that the model is better than pinkyprakash/Phi-3-Mini-Instruct_16bit.

Rank the Phi 3 Mini Instruct 16bit 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 v20241124