Duncan BlytheinPyTorchPADL: portable PyTorch pipelines facilitating deep-learning model usePADL (“Pipeline Abtractions for Deep Learning”) is a recently published open-source framework for PyTorch, which allows users to build…Apr 7, 2022Apr 7, 2022
Duncan BlytheinPADL Developer BlogBuild completely novel pipelines on top of Hugging Face in a few simple steps with PADLHugging Face’s transformers library is a compilation of deep learning models, designed to allow users to quickly get started applying…Mar 9, 2022Mar 9, 2022
Duncan BlytheinPADL Developer BlogA highly portable training loop using PADL in seconds!PADL is a functional model builder for PyTorch allowing for full export of model pipelines including preprocessing, forward pass and…Mar 2, 20221Mar 2, 20221
Duncan BlytheinPADL Developer BlogDeep learning made simple, but not too simple, with PADL and PyTorchAndrej Karpathy has posted some great content detailing some of the most common pain-points in Deep Learning training and how to mitigate…Feb 28, 2022Feb 28, 2022
Duncan BlytheinPADL Developer BlogBuild a fully portable GAN pipeline with PADL and PyTorchPADL is a functional model builder for PyTorch allowing for full export of model pipelines including preprocessing, forward pass and…Feb 24, 2022Feb 24, 2022
Duncan BlytheinPADL Developer BlogPADL is the next ML-ops tool you should learnSharing your prototyped results in PyTorch can be trickyFeb 22, 2022Feb 22, 2022
Duncan BlytheinLF1.ioIs it AI? Deconstructing the hypeIn the media, in the work canteen, in power-point presentations, investment pitches, in LinkedIn, Facebook posts — you’ve heard the term…Sep 20, 2019Sep 20, 2019
Duncan BlytheinLF1.ioIntroducing the AI driven product fingerprint of Aleph SearchAt Aleph Search we are often asked by new customers: “how are you able to simultaneously offer text-search, image-search, recommendation…Sep 10, 2019Sep 10, 2019
Duncan BlytheHi-grade AI could be the saving-grace for smaller retailersThere was once this thing called a shop. They were usually found in the center of town — real people used to walk into them and real…Aug 29, 2019Aug 29, 2019