PinnedGan Yun TianToo hot for your Attention: An alternative Attention Mechanism for your LLMsAttention, the workhorse behind LLMs comes in many favors. Here’s one by Google.Apr 14Apr 14
Gan Yun TianDecoding the AI Mathematical Olympiad (Kaggle)A recent Kaggle competition saw a prize pool of a million dollar. This was the largest in recent history. Nonetheless, it was business as…Jul 14Jul 14
Gan Yun TianImitating Paid AI servicesA 21st century guide (not really) to undercut big TechMay 15, 2023May 15, 2023
Gan Yun TianRevolutionize your Business with ML: Guide to Reducing Mistakes generated by a Q&A ChatbotThe technology powering OpenAI’s Chat GPT, utilized for common business problemsFeb 25, 2023Feb 25, 2023
Gan Yun TianReconstructing the Metro Map from Data: A Journey Through Graphs, Data, and Computer ScienceIn this project, you are challenged to computationally reconstruct the structure of Metro Stations from individual data samples.Feb 25, 2023Feb 25, 2023
Gan Yun TianBuild a Chatbot to answer questions via Retrieval and Text GenerationAwed by OpenAi’s ChatGPT? Wonder how it works behind the scene? In this guided code tutorial, I will show you a core component of ChatGPT —…Jan 2, 20231Jan 2, 20231
Gan Yun TianState of the Art: Pretraining for Question Answering & Info RetrievalRetrieval is one of the most important enabler for business applications today. It can be used in a wide variety of areas such as Search…Dec 5, 20221Dec 5, 20221
Gan Yun TianContinual Learning for Neural NetworksContinual learning is an important process for in production models. This article discuss 6 ways to implement continual learningOct 16, 2022Oct 16, 2022
Gan Yun TianQuestion Answering and Information Retrieval using Neural NetworksIn traditional Question Answering and retrieval systems, objects are stored in a relational database and retrieved or ranked using…Aug 30, 2022Aug 30, 2022