PinnedPublished inTowards 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
PinnedReal-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, 20235Mar 27, 20235
Deploying 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 10, 2024Jun 10, 2024
RAG 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
Elevate 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
Mastering 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
Debugging 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
Understanding the Machine Learning Project Life cycleA blog covering all the important elements of an ML project lifecycle.Jan 29, 2023Jan 29, 2023
Containerizing 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
Recognize 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
