Phi 2 Basic Maths by Menouar

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  Adapter Base model:adapter:microsoft/p...   Base model:microsoft/phi-2   Dataset:gsm8k   En   Finetuned   Generated from trainer   Lora   Model-index   Peft   Pytorch   Region:us   Safetensors   Sft   Tensorboard   Trl

Phi 2 Basic Maths Benchmarks

Phi 2 Basic Maths (Menouar/phi-2-basic-maths)

Phi 2 Basic Maths Parameters and Internals

Model Type 
text generation
Training Details 
Data Sources:
gsm8k
Methodology:
The model was fine-tuned on specific datasets using techniques such as TRL, LoRA quantization, and Flash Attention.
LLM NamePhi 2 Basic Maths
Repository ๐Ÿค—https://huggingface.co/Menouar/phi-2-basic-maths 
Base Model(s)  Phi 2   microsoft/phi-2
Required VRAM0.8 GB
Updated2024-12-14
MaintainerMenouar
Model Files  0.8 GB   0.0 GB
Supported Languagesen
Model ArchitectureAdapter
Licensemit
Model Max Length2048
Is Biasednone
Tokenizer ClassCodeGenTokenizer
Padding Token<|endoftext|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesk_proj|dense|v_proj|fc2|fc1|q_proj
LoRA Alpha128
LoRA Dropout0.05
R Param256

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Text Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124