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Phi 2 OmniMatrix by bunnycore

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  Merged Model   Arxiv:2212.04089   Autotrain compatible Base model:artples/l-mchat-sma... Base model:kingabzpro/phi-2-ro... Base model:l3utterfly/phi-2-la...   Base model:microsoft/phi-2 Base model:parsak/phi-2-code-i...   Endpoints compatible   Phi   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/bunnycore/Phi-2-OmniMatrix 

Phi 2 OmniMatrix Benchmarks

LLME Score: 0.22518
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi 2 OmniMatrix (bunnycore/Phi-2-OmniMatrix)

Phi 2 OmniMatrix Parameters and Internals

Additional Notes 
This is a merge of pre-trained language models using the task arithmetic merge method.
LLM NamePhi 2 OmniMatrix
Repository 🤗https://huggingface.co/bunnycore/Phi-2-OmniMatrix 
Base Model(s)  Phi 2   L MChat Small   minghaowu/phi-2-OpenHermes-2.5   Phi 2 Role Play   Phi 2 Code Instruct   Phi 2 Layla V1 Chatml   microsoft/phi-2   Artples/L-MChat-Small   minghaowu/phi-2-OpenHermes-2.5   kingabzpro/phi-2-role-play   parsak/phi-2-code-instruct   l3utterfly/phi-2-layla-v1-chatml
Merged ModelYes
Model Size2.8b
Required VRAM5.6 GB
Updated2025-02-05
Maintainerbunnycore
Model Typephi
Model Files  5.0 GB: 1-of-2   0.6 GB: 2-of-2
Model ArchitecturePhiForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.44.1
Tokenizer ClassCodeGenTokenizer
Vocabulary Size51200
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than bunnycore/Phi-2-OmniMatrix.

Rank the Phi 2 OmniMatrix 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 v20241227
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