PowerMoE 3B by ibm

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  Arxiv:2408.13359   Autotrain compatible   Granitemoe   Model-index   Region:us   Safetensors   Sharded   Tensorflow

PowerMoE 3B Benchmarks

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

PowerMoE 3B Parameters and Internals

LLM NamePowerMoE 3B
Repository ๐Ÿค—https://huggingface.co/ibm/PowerMoE-3b 
Model Size3b
Required VRAM6.6 GB
Updated2024-10-04
Maintaineribm
Model Typegranitemoe
Model Files  5.0 GB: 1-of-2   1.6 GB: 2-of-2
Model ArchitectureGraniteMoeForCausalLM
Licensecc-by-nc-4.0
Context Length4096
Model Max Length4096
Transformers Version4.44.0.dev0
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Torch Data Typebfloat16
Activation Functionsilu
PowerMoE 3B (ibm/PowerMoE-3b)

Rank the PowerMoE 3B 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 v2024072803