Phi 2 Evol Instruct Chinese by s3nh

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  Arxiv:1910.09700 Base model:adapter:microsoft/p...   Base model:microsoft/phi-2   Custom code Dataset:freedomintelligence/ev...   En   Instruct   Peft   Phi-msft   Region:us   Safetensors   Sharded   Tensorflow   Zh

Phi 2 Evol Instruct Chinese 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 Evol Instruct Chinese (s3nh/phi-2-Evol-Instruct-Chinese)

Phi 2 Evol Instruct Chinese Parameters and Internals

Model Type 
text-generation
Additional Notes 
The model card lacks comprehensive information across various sections.
Supported Languages 
English (nlp), Chinese (nlp)
Training Details 
Data Sources:
FreedomIntelligence/Evol-Instruct-Chinese-GPT4
Data Volume:
More Information Needed
Methodology:
More Information Needed
Training Time:
More Information Needed
Hardware Used:
More Information Needed
Model Architecture:
More Information Needed
LLM NamePhi 2 Evol Instruct Chinese
Repository ๐Ÿค—https://huggingface.co/s3nh/phi-2-Evol-Instruct-Chinese 
Base Model(s)  Phi 2   microsoft/phi-2
Model Size2.8b
Required VRAM5.6 GB
Updated2024-12-21
Maintainers3nh
Model Typephi-msft
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   0.6 GB: 2-of-2
Supported Languageszh en
Model ArchitecturePhiForCausalLM
Model Max Length2048
Transformers Version4.37.0.dev0
Tokenizer ClassCodeGenTokenizer
Vocabulary Size51200
Torch Data Typefloat16
Activation Functiongelu_new

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Note: green Score (e.g. "73.2") means that the model is better than s3nh/phi-2-Evol-Instruct-Chinese.

Rank the Phi 2 Evol Instruct Chinese 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