---
tags:
- neuron
- optimized
- aws-neuron
- question-answering
base_model: deepset/roberta-base-squad2
---

# Neuron-Optimized deepset/roberta-base-squad2

This repository contains AWS Neuron-optimized files for [deepset/roberta-base-squad2](https://huggingface.co/deepset/roberta-base-squad2).

## Model Details

- **Base Model**: [deepset/roberta-base-squad2](https://huggingface.co/deepset/roberta-base-squad2)
- **Task**: question-answering
- **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 NeuronModelForQuestionAnswering

model = NeuronModelForQuestionAnswering.from_pretrained("badaoui/deepset-roberta-base-squad2-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: [deepset/roberta-base-squad2](https://huggingface.co/deepset/roberta-base-squad2)