Thao VuinTowards Data ScienceTransformers: From NLP to Computer VisionHow Transformer architecture has been adapted to computer vision tasksMay 51May 51
Thao VuinTowards Data ScienceOptimizing Multi-task Learning Models in PracticeWhat is multi-task learning models, and how to optimize themMar 29Mar 29
Thao VuinTowards Data ScienceCorrect Sampling Bias for Recommender SystemsWhat is sampling bias in recommendation, and how to correct themOct 1, 20231Oct 1, 20231
Thao VuinTowards Data ScienceA Quick Guide on Normalization for Your NLP ModelAccelerate your model convergence and stabilize the training process with normalizationSep 14, 20231Sep 14, 20231
Thao VuinTowards AIBuild Your First Autocorrection without Machine LearningA step-by-step guide to building your own spell checker.Sep 3, 20231Sep 3, 20231
Thao VuGuiding LLM with Reinforcement Learning from Human Feedback — Part 1Ever wonder why ChatGPT won’t tell you how to make a bomb?Aug 28, 2023Aug 28, 2023
Thao VuinTowards Data ScienceBERT vs GPT: Comparing the NLP GiantsHow different are their structure, and how do the differences impact the model’s ability?Aug 20, 20231Aug 20, 20231
Thao VuinTowards Data ScienceLeveraging LLMs with Information Retrieval: A Simple DemoA demo of integrating a Question-Answering LLM with retrieval componentsAug 14, 20231Aug 14, 20231
Thao VuA Quick Guide to Fine-tuning Techniques for Large Language ModelsLarge language models (LLM) have transformed the field of natural language processing (NLP) with their remarkable text understanding and…Jul 15, 20231Jul 15, 20231