David Dale·Oct 17, 2023How to fine-tune a NLLB-200 model for translating a new languageNLLB is a translation model that supports 200 languages. I teach it one more language, Tyvan, and explain the code behind this update.A response icon11A response icon11
InTDS ArchivebyDavid Dale·Dec 14, 2021Compressing unsupervised fastText modelsA python package to reduce word embeddings models by 300 times, with almost the same performance on downstream NLP tasks.A response icon1A response icon1
InTDS ArchivebyDavid Dale·May 4, 2021How to adapt a multilingual T5 model for a single languageLoad embeddings only for the tokens from your language to reduce model sizeA response icon7A response icon7
David Dale·Feb 13, 2018Do you have to try to love math?If you don’t like and don’t understand math, does it mean you are stupid? Do you need to love math to achieve at…
InThe StartupbyDavid Dale·Jan 14, 2018A machine learning model to understand fancy abbreviations, trained on TolkienRecently I bumped into a question on Stackoverflow, how to recover phrases from abbreviations, e.g. turn “wtrbtl” into “water bottle”, and…A response icon5A response icon5
