LLM EXPLORER 59,420 MODELS INDEXED

PowerMoE 3B by ibm

By ibm · 15341 downloads
HF Repo ↗ Copy URL

PowerMoE 3B is an open-source language model by ibm. Features: 3b LLM, VRAM: 13.5GB, Context: 4K, License: apache-2.0, LLM Explorer Score: 0.18.

  Arxiv:2408.13359   Autotrain compatible   Granitemoe   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ibm/PowerMoE-3b 

PowerMoE 3B Parameters and Internals

Model Type 
text generation
Use Cases 
Applications:
natural language multi-choices, code generation, math reasoning
Additional Notes 
The model requires a custom branch of the Transformers library for usage: https://github.com/mayank31398/transformers/tree/granitemoe
Training Details 
Data Sources:
mix of open-source and proprietary datasets
Methodology:
Mixture-of-Experts (sMoE) approach with the Power learning rate scheduler
Model Architecture:
sparse Mixture-of-Experts model
LLM NamePowerMoE 3B
Repository 🤗https://huggingface.co/ibm/PowerMoE-3b 
Model Size3b
Required VRAM13.5 GB
Updated2025-02-05
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

Best Alternatives to PowerMoE 3B

Best Alternatives
Context / RAM
Downloads
Likes
Granite 3.1 3B A800m Instruct128K / 6.6 GB576930
Granite 3.1 3B A800m Base128K / 6.6 GB190210
Granite Guardian 3.2 3B A800m128K / 6.6 GB12418
PowerMoE 3B4K / 13.5 GB184375122
Granite 3.0 3B A800m Instruct4K / 6.8 GB357420
Granite 3.0 3B A800m Base4K / 13.5 GB3605
Note: green Score (e.g. "73.2") means that the model is better than ibm/PowerMoE-3b.