Phi 3.5 MoE Instruct 8bit by mlx-community

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Phi 3.5 MoE Instruct 8bit Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi 3.5 MoE Instruct 8bit (mlx-community/Phi-3.5-MoE-instruct-8bit)

Phi 3.5 MoE Instruct 8bit Parameters and Internals

Model Type 
nlp, code, text-generation
Supported Languages 
multilingual ()
LLM NamePhi 3.5 MoE Instruct 8bit
Repository ๐Ÿค—https://huggingface.co/mlx-community/Phi-3.5-MoE-instruct-8bit 
Model Size11.8b
Required VRAM44.5 GB
Updated2025-01-22
Maintainermlx-community
Model Typephimoe
Instruction-BasedYes
Model Files  5.2 GB: 1-of-9   5.1 GB: 2-of-9   5.1 GB: 3-of-9   5.0 GB: 4-of-9   5.1 GB: 5-of-9   5.1 GB: 6-of-9   5.0 GB: 7-of-9   5.1 GB: 8-of-9   3.8 GB: 9-of-9
Quantization Type8bit
Model ArchitecturePhiMoEForCausalLM
Licensemit
Context Length131072
Model Max Length131072
Transformers Version4.43.3
Tokenizer ClassLlamaTokenizer
Padding Token<|end|>
Vocabulary Size32064
Torch Data Typebfloat16

Rank the Phi 3.5 MoE Instruct 8bit 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