CheeKeaninArtificial Intelligence in Plain EnglishMixture-of-Experts: Comprehensive Exploration of Mixtral 8x7BDeep diving into the details and implementation of Mixtral 8x7b5 min read·Jan 14, 2024----
CheeKeaninArtificial Intelligence in Plain EnglishUnderstanding Llama2: KV Cache, Grouped Query Attention, Rotary Embedding and MoreWhat’s in LLama2: Grouped Query Attention, Rotary Embedding, KV Cache, Root Mean Square Normalization14 min read·Oct 17, 2023--2--2
CheeKeaninArtificial Intelligence in Plain EnglishRevolutionizing Topic Modeling with GPT-3: From Text Embedding to Contextual TitlesTopic Modeling = Text Embedding + Dimension Reduction + Clustering + Document Selection + LLM Prompt8 min read·Sep 13, 2023--3--3
CheeKeaninArtificial Intelligence in Plain EnglishFine-Tuning LLama2.0 with QLoRA’s Single GPU MagicEfficient Fine-Tuning LLM with Single GPU11 min read·Aug 1, 2023--6--6
CheeKeaninArtificial Intelligence in Plain EnglishThe Power of Prompt Engineering: Personalizing Your AI ModelAll you need to know about prompt engineering and how to implemenet it8 min read·May 12, 2023----
CheeKeaninArtificial Intelligence in Plain EnglishExploring Dolly 2.0: A Guide to Training Your Own ChatGPT-like ModelTraining an instruction-following model using Dolly2.0 with its publicy available dataset12 min read·May 1, 2023--3--3
CheeKeaninAWS TipFrom Code to Cloud: Streamline Your Web App Deployment to AWSLearn how to streamline your web app deployment to AWS using a powerful combination of tools such as Terraform, Docker, ECR, ECS, and…14 min read·Apr 23, 2023----
CheeKeaninArtificial Intelligence in Plain EnglishGPT Model Behind the Scene: Exploring it from scratch with PytorchDiscover the intricacies of building and exploring a GPT model from scratch with an in-depth explanation that covers technical details and…18 min read·Apr 22, 2023--1--1
CheeKeanMaster Object Detection: How to Perform Inference with YOLOv8 and Retrain with Custom DataThe full process of using pretrained yolov8 model for inference and re-training model with custom dataset9 min read·Apr 18, 2023--1--1
CheeKeanFrom Theory to Practice: Real-Time Facial Recognition with PyTorch FacenetCutting-edge technology that enables rapid and accurate detection of human faces in real-world settings6 min read·Apr 5, 2023----