Anix LynchProanixblog.hashnode.dev·Oct 29, 2024From Setup to Inference: Running Language Models on Google Colab GPU with LangChain1. Initial Setup: Checking for GPU Availability # Import torch library, which is essential for deep learning tasks in PyTorch import torch # Determine if a GPU is available and set the device accordingly device = "cuda" if torch.cuda.is_available() ...Discusslangchain
Anix LynchProanixblog.hashnode.dev·Oct 29, 2024Hugging Face & Google ColabHow do I integrate Hugging Face with Google Colab? Integrating Hugging Face with Google Colab is simple and powerful, especially with Hugging Face’s transformers library. Here’s a step-by-step guide to get started: Step 1: Install Hugging Face Libra...DiscussGoogle Colab
Innocent Ezamaezama.hashnode.dev·Sep 17, 2024Global COVID-19 Vaccination Progress: Analysis, Insights & RecommendationsIntroduction As part of my journey in data analysis, I explored the global vaccination progress against COVID-19 using data from February 2021 to January 2022. The dataset provided a snapshot of a critical phase in the global fight against the pandem...DiscussPython
Muhammad Fahad Bashirmfahadbashir.hashnode.dev·Sep 12, 20245.Vector Stores: Efficient Storage and Retrieval for EmbeddingsIn this continuation of our series of Retrieval-Augmented Generation (RAG), we will learn about the final step of the ingestion pipeline—vector stores. Previously, we covered embeddings in detail, from understanding what they are to implementing them...AbuBakar Zafar and 1 other are discussing this2 people are discussing thisDiscuss·12 likes·56 readsImplementing RAG systems from Scratch in-depthTutorial
Muhammad Fahad Bashirmfahadbashir.hashnode.dev·Sep 3, 20243. Legal AI Assistant Chatbot: Solving Real Challenges in Legal Researchin this series of building generative AI applications today we will be discussing about Legal AI Assistant Chatbot. Live Running App : https://huggingface.co/spaces/mfahadkhan/Legal_AI_Assistant Below is the video demo Overview: The Legal AI Assist...Discuss·33 readsBuilding Generative AI applicationschatbot
Oyugi Nimbanimbaoyugi.hashnode.dev·Aug 4, 2024Data Analytics: Techniques and ToolsIn this modern world today businesses rely on Data analytics every day to make informed decisions and optimize operations. Data analytics involves examining raw data to uncover patterns, draw conclusions, and support decision-making. What is Data Ana...DiscussTablea
Sammith S Bharadwajsammith.hashnode.dev·Jul 4, 2024Understanding semantic searchIntroduction During my college days, one of the electives I had chosen was algorithms for information retrieval, it was a pretty fun course, learnt about how webpages are ranked while retrieving, cold start problem and how companies like netflix tack...Discuss·37 readssemantic search
Retzam Tarleretzam.hashnode.dev·May 13, 2024Support Vector Machines (SVM) - Supervised Learning Classificationprint("Support Vector Machines (SVM)") Support Vector Machines(SVM) is a supervised learning classification model used in classification tasks. This uses support vectors and a hyperplane which is simply a line to differentiate classes. The support ve...DiscussSVM
Md. Fahim Bin AminforfreeCodeCampfreecodecamp.org·Feb 8, 2024How to Download a Kaggle Dataset Directly to a Google Colab NotebookKaggle is a popular data science-based competition platform that has a large online community of data scientists and machine learning engineers. The platform contains a ton of datasets and notebooks that you can use to learn and practice your data sc...DiscussData Science
Kaushal Powarwrittenbykaushal.hashnode.dev·Jan 10, 2024Phi-2 has an MIT license now! Why not perform RAG using it?Yesterday I read a few posts about Microsoft Phi-2 LLM's license changed to MIT. What so fuss around it though? The old license was like "You are allowed to conduct testing locally; however, for production purposes, it is essential to execute the app...Discuss·448 readsLLMphi2
