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PowerMoe-3b-GGUF
TobDeBer/PowerMoe-3b-GGUF
PowerMoe-3b-GGUF is a text generation model from TobDeBer. Use it when you need the model to write or continue text. The card lists the license as apache-2.0.
PowerMoE-3B is a 3B sparse Mixture-of-Experts (sMoE) language model trained with the Power learning rate scheduler. It sparsely activates 800M parameters for each token. It is trained on a mix of open-source and propr…
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At a glance
- Task
- Text Generation
- License
- apache-2.0
- Access
- Public
- Created
- Sep 17, 2024
- Updated
- Sep 17, 2024
- SHA
- a878519a
Try a prompt
Base models
Model card
From the Hugging Face model README
Model Summary
PowerMoE-3B is a 3B sparse Mixture-of-Experts (sMoE) language model trained with the Power learning rate scheduler. It sparsely activates 800M parameters for each token. It is trained on a mix of open-source and proprietary datasets. PowerMoE-3B has shown promising results compared to other dense models with 2x activate parameters across various benchmarks, including natural language multi-choices, code generation, and math reasoning. Paper: https://arxiv.org/abs/2408.13359
This is a GGUF quantized version.
Usage
Requires latest llama.cpp to run.
Generation
This is a simple example of how to use the PowerMoe GGUF:
./llama-cli -m PowerMoE4x800M_q3km.gguf -p "How about a snack?"
- Task
- Text Generation
- License
- apache-2.0
- Created
- Sep 17, 2024
- Updated
- Sep 17, 2024