PinnedTimothy LiminTowards AIPrompt Engineering Guide for Open LLM: Take Your Open LLM Application to the Next LevelIntroduction: Why do we need another guide?Jan 222Jan 222
PinnedTimothy LiminArtificial Intelligence in Plain EnglishA common bug silently plaguing finetuned LLM — Silent and deadly (Part 1)Let’s get right to the point, a very common silent bug that I see a lot of machine learning practitioners not catching in the LLM space…Jan 7Jan 7
PinnedTimothy LimBenefits of Determining the Uncertainty in Deep Neural NetworksIn this article, I hope to illustrate the application benefits of determining the uncertainty in Deep Neural Networks by showing how we can…Nov 11, 2022Nov 11, 2022
PinnedTimothy LiminTowards Data ScienceProduction Machine Learning: Determining ML Technical DebtThe intended audience for this post is both technical and non-technical stakeholders with the purpose of determining and explaining ML…Mar 6, 20221Mar 6, 20221
Timothy LiminArtificial Intelligence in Plain EnglishA common bug silently plaguing finetuned LLM — Silent and deadly (Part 3)Link to Part 1 , Link to Part 2Jan 13Jan 13
Timothy LiminArtificial Intelligence in Plain EnglishA common bug silently plaguing finetuned LLM — Silent and deadly (Part 2)Please read Part 1 here first.Jan 7Jan 7
Timothy LimActive Learning for LLM, Part 3: Pitfalls to be aware ofPart 1: Exploration , Part 2: How about Chat?Nov 19, 2023Nov 19, 2023
Timothy LiminArtificial Intelligence in Plain EnglishActive Learning for LLM, Part 2: How about Chat?In Part 1, we have shown that LLM predictions on MCQ datasets (using MMLU) is pretty well calibrated. However, the utility of LLM heavily…Oct 15, 2023Oct 15, 2023
Timothy LiminArtificial Intelligence in Plain EnglishActive Learning for LLM — Part 1: ExplorationActive learning is a machine learning strategy that initially trains a model with a limited set of labeled data. It then actively selects…Oct 15, 2023Oct 15, 2023
Timothy LimFinetuning LLM efficiently: Part 2— Sorting sequences matters, potential time and money saver!Part 1 of this series: Simple Fixes to the DataloaderSep 26, 2023Sep 26, 2023