PinnedPriyanthan GovindarajBuilding a 124M GPT-2 Model Using Multiple GPUs in AWS SageMakerA Step-by-Step GuideAug 4Aug 4
PinnedPriyanthan GovindarajBuilding a GPT Model From Scratch in AWS SagemakerBuilding the Model using PyTorch, Python, and AWS servicesJul 26Jul 26
PinnedPriyanthan GovindarajinAWS TipBuilding an AI Dialogue Writer with Amazon Bedrock, AWS Lambda, S3, and API GatewayIntroductionJun 4Jun 4
PinnedPriyanthan GovindarajRevolutionizing Content Creation with AI: Harnessing CrewAI’s Multi-Agent SystemAdvanced AI Agents for Seamless Research, Planning, Writing, and EditingMay 24May 24
PinnedPriyanthan GovindarajCI/CD PIPELINE (MLOps)GitHub TO AWS ECR THROUGH GITHUB-ACTIONSApr 221Apr 221
Priyanthan GovindarajMastering MLOps with Airflow and AWS: Building an End-to-End ETL Pipeline for Reddit Data AnalysisFrom Reddit Data Extraction to S3 and Athena Analytics: A Complete Guide to Streamlining ETL Pipelines for Scalable Machine Learning…1d ago11d ago1
Priyanthan GovindarajMastering 2-bit and 4-bit Quantization: Unlocking Ultra-Efficient Model Weights with Weight PackingA Comprehensive, Step-by-Step Guide to Quantizing Model Weights Below INT8 for Maximum EfficiencySep 26Sep 26
Priyanthan GovindarajBuild an 8-bit Custom Quantizer from Scratch: A Comprehensive GuideStep-by-step implementation using Python and PyTorchSep 18Sep 18
Priyanthan GovindarajMastering Quantization for Large Language Models: A Comprehensive GuideStep-by-Step Implementation of Quantization Techniques Using PyTorchSep 13Sep 13
Priyanthan GovindarajParameter-Efficient Fine-Tuning of Llama 3.1: A Comprehensive GuideMaster LoRA Implementation Step-by-Step with Unsloth LibrarySep 4Sep 4
