Phi 2 Code Instruct by parsak

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  Arxiv:1910.09700   Autotrain compatible   Code   Custom code Dataset:sahil2801/codealpaca-2...   En   Endpoints compatible   Instruct   Phi   Region:us   Safetensors   Sharded   Tensorflow

Phi 2 Code Instruct Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi 2 Code Instruct (parsak/phi-2-code-instruct)

Phi 2 Code Instruct Parameters and Internals

Supported Languages 
english (NLP), python (NLP)
LLM NamePhi 2 Code Instruct
Repository ๐Ÿค—https://huggingface.co/parsak/phi-2-code-instruct 
Model Size2.8b
Required VRAM5.6 GB
Updated2024-12-21
Maintainerparsak
Model Typephi
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   0.6 GB: 2-of-2
Supported Languagesen
Model ArchitecturePhiForCausalLM
Licensemit
Context Length2048
Model Max Length2048
Transformers Version4.37.0.dev0
Tokenizer ClassCodeGenTokenizer
Padding Token<|endoftext|>
Vocabulary Size51200
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than parsak/phi-2-code-instruct.

Rank the Phi 2 Code Instruct 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 v20241217