Phi 3 Mini 4K Instruct LORA by AlekseyElygin

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  4-bit   4bit   Autotrain compatible   Bitsandbytes   Conversational   En   Endpoints compatible   Instruct   Lora   Mistral   Pytorch   Quantized   Region:us   Safetensors   Sft   Sharded   Trl   Unsloth

Phi 3 Mini 4K Instruct LORA Benchmarks

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 LORA (AlekseyElygin/Phi-3-mini-4k-instruct-LORA)

Phi 3 Mini 4K Instruct LORA Parameters and Internals

Model Type 
text-generation-inference, transformers
Additional Notes 
This mistral model was trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NamePhi 3 Mini 4K Instruct LORA
Repository ๐Ÿค—https://huggingface.co/AlekseyElygin/Phi-3-mini-4k-instruct-LORA 
Base Model(s)  unsloth/phi-3-mini-4k-instruct-bnb-4bit   unsloth/phi-3-mini-4k-instruct-bnb-4bit
Model Size2.1b
Required VRAM7.6 GB
Updated2025-02-22
MaintainerAlekseyElygin
Instruction-BasedYes
Model Files  0.1 GB   2.3 GB   5.0 GB: 1-of-2   2.6 GB: 2-of-2
Supported Languagesen
Quantization Type4bit
Model ArchitectureAutoModelForCausalLM
Licenseapache-2.0
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token<|placeholder6|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesk_proj|gate_proj|up_proj|v_proj|o_proj|down_proj|q_proj
LoRA Alpha16
LoRA Dropout0
R Param16

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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