Convert Transformers to ONNX with Hugging Face Optimum
Published:Jun 22, 2022 00:00
•1 min read
•Hugging Face
Analysis
This article from Hugging Face likely discusses the process of converting Transformer models, a popular architecture in natural language processing, to the ONNX (Open Neural Network Exchange) format using their Optimum library. This conversion allows for optimization and deployment of these models on various hardware platforms and frameworks. The article probably highlights the benefits of using ONNX, such as improved inference speed and portability. It may also provide a tutorial or guide on how to perform the conversion, showcasing the ease of use of the Optimum library. The focus is on making Transformer models more accessible and efficient for real-world applications.
Key Takeaways
- •Hugging Face Optimum facilitates the conversion of Transformer models to ONNX.
- •ONNX conversion enables optimization and deployment across various platforms.
- •The process likely improves inference speed and model portability.
Reference
“The article likely includes a quote from a Hugging Face representative or a user, possibly stating the advantages of using ONNX or the ease of conversion with Optimum.”