Accelerated Inference with Optimum and Transformers Pipelines

1. 1Install Optimum for Onnxruntime
2. 2Convert a Hugging Face Transformers model to ONNX for inference
3. 3Use the ORTOptimizer to optimize the model
4. 4Use the ORTQuantizer to apply dynamic quantization
5. 5Run accelerated inference using Transformers pipelines
6. 6Evaluate the performance and speed

Data scientists and machine learning engineers can benefit from this tutorial to optimize their models for faster inference, while software engineers can apply these techniques to improve the performance of their applications

💡 Optimum provides a range of tools to optimize and accelerate inference for Transformers models, including quantization and optimization techniques

🚀 Accelerate inference with Optimum and Transformers pipelines! 🤖