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microsoft-deberta-v3-large-neuron
badaoui/microsoft-deberta-v3-large-neuron
microsoft-deberta-v3-large-neuron is a fill-mask model from badaoui. Use it when you need the model to fill a missing word.
This repository contains AWS Neuron-optimized files for microsoft/deberta-v3-large.
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.neuron1.1 GB · 99%
At a glance
- Task
- Fill-Mask
- Model type
- deberta-v2
- Access
- Public
- Created
- Nov 5, 2025
- Updated
- Nov 5, 2025
- SHA
- f91da0e1
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Base models
Model card
From the Hugging Face model README
Neuron-Optimized microsoft/deberta-v3-large
This repository contains AWS Neuron-optimized files for microsoft/deberta-v3-large.
Model Details
- Base Model: microsoft/deberta-v3-large
- Task: fill-mask
- Optimization: AWS Neuron compilation
- Generated by: badaoui
- Generated using: Optimum Neuron Compiler Space
Usage
This model has been optimized for AWS Neuron devices (Inferentia/Trainium). To use it:
from optimum.neuron import NeuronModelForMaskedLM
model = NeuronModelForMaskedLM.from_pretrained("badaoui/microsoft-deberta-v3-large-neuron")
Performance
These files are pre-compiled for AWS Neuron devices and should provide improved inference performance compared to the original model when deployed on Inferentia or Trainium instances.
Original Model
For the original model, training details, and more information, please visit: microsoft/deberta-v3-large
- Task
- Fill-Mask
- Type
- deberta-v2
- Created
- Nov 5, 2025
- Updated
- Nov 5, 2025