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---
tags:
- neuron
- optimized
- aws-neuron
- fill-mask
base_model: FacebookAI/roberta-base
---
# Neuron-Optimized FacebookAI/roberta-base
This repository contains AWS Neuron-optimized files for [FacebookAI/roberta-base](https://huggingface.co/FacebookAI/roberta-base).
## Model Details
- **Base Model**: [FacebookAI/roberta-base](https://huggingface.co/FacebookAI/roberta-base)
- **Task**: fill-mask
- **Optimization**: AWS Neuron compilation
- **Generated by**: [badaoui](https://huggingface.co/badaoui)
- **Generated using**: [Optimum Neuron Compiler Space](https://huggingface.co/spaces/optimum/neuron-export)
## Usage
This model has been optimized for AWS Neuron devices (Inferentia/Trainium). To use it:
```python
from optimum.neuron import NeuronModelForMaskedLM
model = NeuronModelForMaskedLM.from_pretrained("badaoui/FacebookAI-roberta-base-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: [FacebookAI/roberta-base](https://huggingface.co/FacebookAI/roberta-base)
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