PinnedSharad JoshiinGeek CultureHow to calculate the entropy of an entire languagePython implementation of calculating the entropy of english language using deep learning.Apr 6, 20223Apr 6, 20223
PinnedSharad JoshiinGeek CultureCan we recover the training data from trained neural networks?Can we reconstruct exact training data from a trained neural network?Dec 16, 2022Dec 16, 2022
PinnedSharad JoshiEverything you need to know about : Self-Supervised LearningSupervised learning : The most common approach in ML is supervised learning. In supervised learning, we are given a set of labelled data…Mar 5, 20221Mar 5, 20221
PinnedSharad JoshiWhat is Neural Collapse?Terminal Phase of Training(TPT) — Training beyond 0 misclassification rate. Aim is to reduce the loss as much as possible even if…Feb 25, 2022Feb 25, 2022
Sharad JoshiinLevel Up CodingHow to run open-sourced LLMs locallyrun llama3, mistral, phi, llava etc on your laptopMay 7May 7
Sharad JoshiinLevel Up CodingStep by step guide to automate browsing using large language modelsBuild your own LLM powered search engineMar 242Mar 242
Sharad JoshiinLevel Up CodingUnraveling Variational Autoencoders: From Theory to Intuitive ImplementationA Practical Guide to intuition and Understanding"Nov 27, 2023Nov 27, 2023
Sharad JoshiinLevel Up CodingFirst Principles Approach to Understanding Large Language ModelsUnderstanding LLMs by the next word prediction taskNov 21, 2023Nov 21, 2023
Sharad JoshiinLevel Up CodingAutoencoders Uncovered: Revealing Intriguing Features Beyond the BasicsHow autoencoders make use of information bottlenecks and manifolds to learn useful representationsJun 4, 20231Jun 4, 20231