Conda vs Virtual Environments: Which One Should You Choose for Your Python Projects?In the world of Python development, managing dependencies and maintaining separate environments is critical for ensuring smooth project…Dec 30, 2024Dec 30, 2024
Comparing Two Methods for Photon Energy Calibration in Free-Electron Lasers (FELs)Accurately calibrating photon energy is a critical task in X-ray Free-Electron Lasers (XFELs), especially for ensuring the precision of…Dec 29, 2024Dec 29, 2024
Published inDev GeniusWriting ETL Pipelines in Python: A Step-by-Step GuideIn the realm of data engineering and analysis, Extract, Transform, Load (ETL) pipelines serve as the backbone for processing and…Apr 13, 2024Apr 13, 2024
Fine-Tuning Your Own Custom PyTorch ModelFine-tuning a pre-trained PyTorch model is a common practice in deep learning, allowing you to adapt an existing model to a new task with…Mar 15, 2024Mar 15, 2024
Unlock Faster LLM Serving with vLLM: A Step-by-Step GuideIn this article we will compare running four prompts with Mistral-7B with and without vLLM, and compare the duration in both cases.Feb 25, 2024Feb 25, 2024
Building a Retrieval Augmented Generation Model Using Hugging Face Zephyr LLM and LangChainIntroductionFeb 19, 20241Feb 19, 20241
Evaluating RAG Performance: A Comprehensive GuideRetrieval Augmented Generation (RAG) systems are intricate, with various components influencing their performance. Implementing…Feb 16, 20243Feb 16, 20243
Named Entity Recognition using roBERTa Base Large Language ModelIn today’s fast-paced world, extracting valuable information from vast datasets is crucial. Named Entity Recognition (NER) is a fundamental…Jan 24, 2024Jan 24, 2024
Unleashing the Power of Large Language Models: A Retrieval-Augmented Generation ProjectIntroductionJan 23, 2024Jan 23, 2024
Hierarchical Sorting of Legal Text Using NLPIn the ever-evolving landscape of Legal Tech, one of the key challenges faced by companies revolves around the intricate task of…Jan 20, 2024Jan 20, 2024