Dipankar MedhiDeploying Vision-Language Models (VLMs) and Large Language Models (LLMs) on Azure Machine Learning…A brief step-by-step discussion on deploying VLM/LLM on Azure ML StudioJun 10Jun 10
Dipankar MedhiinTowards DevFine-tune Quantized Language model using LORA with peft & transformers on T4 GPUFine-tuning T5 quantized model for English to French translation on a T4 Google Colab GPU using LoRA and push to HuggingFace Hub.Dec 21, 20231Dec 21, 20231
Dipankar MedhiRAG and OpenAI’s Function-Calling for Question-Answering with LangchainStreamlining Q&A Process with RAG and OpenAI’s Latest function-calling methodJul 16, 20233Jul 16, 20233
Dipankar MedhiElevate Your Machine Learning Workflow: How to Use MLflow for Experiment Tracking and Model…Stay on top of your machine learning workflow with MLflow’s powerful experiment tracking and model management toolsMay 18, 2023May 18, 2023
Dipankar MedhiReal-time Object Detection with YOLO and Webcam: Enhancing Your Computer Vision SkillsLearn How to Build Your Own Object Detection System with YOLO and Webcam Integration for Real-time Monitoring and Analysis.Mar 27, 20234Mar 27, 20234
Dipankar MedhiMastering Sorting Algorithms with Python: A Comprehensive Guide for Data Scientists and DevelopersExploring the Most Popular Sorting Algorithms and Their Performance Characteristics for Efficient Data ManipulationFeb 21, 20231Feb 21, 20231
Dipankar MedhiDebugging Made Easy: Using Logging to Monitor and Troubleshoot Your Python CodeBest Practices for Implementing Logging in Your Python Projects and Writing Cleaner, More Maintainable CodeJan 30, 2023Jan 30, 2023
Dipankar MedhiUnderstanding the Machine Learning Project Life cycleA blog covering all the important elements of an ML project lifecycle.Jan 29, 2023Jan 29, 2023
Dipankar MedhiContainerizing a Hugging Face Model with FastAPI and Docker for Efficient DeploymentEfficiently Package and Deploy your Hugging Face Model with FastAPI and Docker for Scalable ProductionJan 11, 20231Jan 11, 20231
Dipankar MedhiRecognize dates from an image using Sliding Window Algorithm & Python OCR.In this article, we’ll see how to recognize dates of different formats from any image of a document using Python.Jan 7, 20231Jan 7, 20231
