Phi 3.5 Mini Instruct MedicalChat QLoRA by syubraj

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  Adapter Base model:finetune:microsoft/... Base model:microsoft/phi-3.5-m...   Conversational Dataset:syubraj/medical-chat-p...   En   Finetuned   Instruct   Lora   Qlora   Region:us   Safetensors

Phi 3.5 Mini Instruct MedicalChat QLoRA Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi 3.5 Mini Instruct MedicalChat QLoRA (syubraj/Phi-3.5-mini-instruct-MedicalChat-QLoRA)
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Phi 3.5 Mini Instruct MedicalChat QLoRA Parameters and Internals

LLM NamePhi 3.5 Mini Instruct MedicalChat QLoRA
Repository ๐Ÿค—https://huggingface.co/syubraj/Phi-3.5-mini-instruct-MedicalChat-QLoRA 
Base Model(s)  microsoft/Phi-3.5-mini-instruct   microsoft/Phi-3.5-mini-instruct
Required VRAM0.1 GB
Updated2025-09-05
Maintainersyubraj
Instruction-BasedYes
Model Files  0.1 GB
Supported Languagesen
Model ArchitectureAdapter
Licenseapache-2.0
Model Max Length131072
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Moduleso_proj|gate_up_proj|down_proj|qkv_proj
LoRA Alpha32
LoRA Dropout0.1
R Param8

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Note: green Score (e.g. "73.2") means that the model is better than syubraj/Phi-3.5-mini-instruct-MedicalChat-QLoRA.

Rank the Phi 3.5 Mini Instruct MedicalChat QLoRA 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