PinnedMaxence AlluininTowards Data ScienceAn empirical approach to speedup your BERT inference with ONNX/TorchscriptIn recent years models based on the Transformer architecture have been the driving force behind NLP breakthroughs in research and industry…Feb 5, 20212Feb 5, 20212
Maxence AlluininTowards Data ScienceGet better at building Pytorch models with Lightning and Ray TunePytorch is one of the leading deep-learning frameworks, it is widely used both in research and industry for its ease of use, rich features…Sep 2, 2021Sep 2, 2021
Maxence AlluininTowards Data ScienceBackground removal with U²-NetRemoving the background from an image is an old problem with many applications. For my usage I needed to take a photo of an unique and…Oct 8, 2020Oct 8, 2020
Maxence AlluininTowards Data ScienceEmbedding for spelling correctionAutomatic spelling correction, despite being worked on since the 70’s, remain hard to solve in the absence of significant user data.Sep 24, 20191Sep 24, 20191