Published inArtificial Intelligence in Plain EnglishMixture-of-Experts: Comprehensive Exploration of Mixtral 8x7BDeep diving into the details and implementation of Mixtral 8x7bJan 14, 2024Jan 14, 2024
Published inArtificial 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 NormalizationOct 17, 20232Oct 17, 20232
Published inArtificial Intelligence in Plain EnglishRevolutionizing Topic Modeling with GPT-3: From Text Embedding to Contextual TitlesTopic Modeling = Text Embedding + Dimension Reduction + Clustering + Document Selection + LLM PromptSep 13, 20233Sep 13, 20233
Published inArtificial Intelligence in Plain EnglishFine-Tuning LLama2.0 with QLoRA’s Single GPU MagicEfficient Fine-Tuning LLM with Single GPUAug 1, 20236Aug 1, 20236
Published inArtificial Intelligence in Plain EnglishThe Power of Prompt Engineering: Personalizing Your AI ModelAll you need to know about prompt engineering and how to implemenet itMay 12, 2023May 12, 2023
Published inArtificial 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 datasetMay 1, 20233May 1, 20233
Published inAWS 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…Apr 23, 2023Apr 23, 2023
Published inArtificial 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…Apr 22, 20232Apr 22, 20232
Master 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 datasetApr 18, 20231Apr 18, 20231
From Theory to Practice: Real-Time Facial Recognition with PyTorch FacenetCutting-edge technology that enables rapid and accurate detection of human faces in real-world settingsApr 5, 2023Apr 5, 2023
