Thao VuinTowards Data ScienceTransformers: From NLP to Computer VisionHow Transformer architecture has been adapted to computer vision tasks·7 min read·May 5, 2024--1--1
Thao VuinTowards Data ScienceOptimizing Multi-task Learning Models in PracticeWhat is multi-task learning models, and how to optimize them·6 min read·Mar 29, 2024----
Thao VuinTowards Data ScienceCorrect Sampling Bias for Recommender SystemsWhat is sampling bias in recommendation, and how to correct them·8 min read·Oct 1, 2023--1--1
Thao VuinTowards Data ScienceA Quick Guide on Normalization for Your NLP ModelAccelerate your model convergence and stabilize the training process with normalization·7 min read·Sep 14, 2023--1--1
Thao VuinTowards AIBuild Your First Autocorrection without Machine LearningA step-by-step guide to building your own spell checker.·9 min read·Sep 3, 2023--1--1
Thao VuGuiding LLM with Reinforcement Learning from Human Feedback — Part 1Ever wonder why ChatGPT won’t tell you how to make a bomb?·6 min read·Aug 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?·7 min read·Aug 20, 2023--1--1
Thao VuinTowards Data ScienceLeveraging LLMs with Information Retrieval: A Simple DemoA demo of integrating a Question-Answering LLM with retrieval components·7 min read·Aug 14, 2023--1--1
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…·6 min read·Jul 15, 2023--1--1