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").
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PowerMoE 3B Parameters and Internals

LLM NamePowerMoE 3B
Repository ๐Ÿค—https://huggingface.co/ibm-research/PowerMoE-3b 
Model Size3b
Required VRAM13.5 GB
Updated2025-06-09
Maintaineribm
Model Typegranitemoe
Model Files  4.8 GB: 1-of-3   4.8 GB: 2-of-3   3.9 GB: 3-of-3
Model ArchitectureGraniteMoeForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.44.0.dev0
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Torch Data Typefloat32
Activation Functionsilu
PowerMoE 3B (ibm-research/PowerMoE-3b)

Best Alternatives to PowerMoE 3B

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Context / RAM
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Granite 3.1 3B A800m Instruct128K / 6.6 GB9399824
Granite 3.1 3B A800m Base128K / 6.6 GB46337
Granite Guardian 3.2 3B A800m128K / 6.6 GB17605
Granite 3.0 3B A800m Instruct4K / 6.8 GB410718
Granite 3.0 3B A800m Base4K / 13.5 GB36695
PowerMoE 3B4K / 13.5 GB1534111
Note: green Score (e.g. "73.2") means that the model is better than ibm-research/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 v20241124