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Phi 2 GPTQ by TheBloke

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  4-bit   Autotrain compatible   Base model:microsoft/phi-2 Base model:quantized:microsoft...   Code   Custom code   En   Gptq   Phi-msft   Quantized   Region:us   Safetensors

Phi 2 GPTQ Benchmarks

LLME Score: 0.17648
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Phi 2 GPTQ Parameters and Internals

Model Type 
text-generation, nlp, code
Use Cases 
Areas:
research purposes
Applications:
QA format, chat format, code format
Primary Use Cases:
research, exploration of safety challenges
Limitations:
potential for generating inaccurate code and facts, limited code scope to common packages, unreliable instructions adherence, language understanding mostly standard English, potential societal biases
Additional Notes 
Intended for research purposes. Not tested for production-level applications.
Supported Languages 
en (standard English)
Training Details 
Data Sources:
AOAI GPT-3.5, Falcon RefinedWeb, SlimPajama
Data Volume:
1.4T tokens
Methodology:
next-word prediction
Context Length:
2048
Training Time:
14 days
Hardware Used:
96xA100-80G
Model Architecture:
Transformer-based model
Input Output 
Accepted Modalities:
text
LLM NamePhi 2 GPTQ
Repository 🤗https://huggingface.co/TheBloke/phi-2-GPTQ 
Model NamePhi 2
Model CreatorMicrosoft
Base Model(s)  Phi 2   microsoft/phi-2
Model Size600.4m
Required VRAM1.8 GB
Updated2024-11-21
MaintainerTheBloke
Model Typephi-msft
Model Files  1.8 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitecturePhiForCausalLM
Licenseother
Model Max Length2048
Transformers Version4.37.0.dev0
Tokenizer ClassCodeGenTokenizer
Vocabulary Size51200
Torch Data Typefloat16
Activation Functiongelu_new
Phi 2 GPTQ (TheBloke/phi-2-GPTQ)

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Rank the Phi 2 GPTQ 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 v20241110
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