Phi 3 Goru by Replete-AI

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Model Card on HF ๐Ÿค—: https://huggingface.co/Replete-AI/Phi-3-Goru 

Phi 3 Goru Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi 3 Goru (Replete-AI/Phi-3-Goru)

Phi 3 Goru Parameters and Internals

Model Type 
language model, causal language model
Additional Notes 
Named after Goru, the ancient treeant, created using passthrough method. Referred to as 'frankenmerges' or 'Frankenstein models'.
Supported Languages 
en (unknown)
Training Details 
Methodology:
Passthrough merge method, concatenating layers from different LLMs.
Model Architecture:
Concatenation of layers from multiple models
Input Output 
Input Format:
Chat formatted input
Accepted Modalities:
text
Output Format:
Generated language completion
LLM NamePhi 3 Goru
Repository ๐Ÿค—https://huggingface.co/Replete-AI/Phi-3-Goru 
Merged ModelYes
Model Size7.2b
Required VRAM14.5 GB
Updated2025-02-22
MaintainerReplete-AI
Model Typephi3
Instruction-BasedYes
Model Files  10.0 GB: 1-of-2   4.5 GB: 2-of-2
Supported Languagesen
Model ArchitecturePhi3ForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size32064
Torch Data Typebfloat16

Rank the Phi 3 Goru 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