PinnedSharad JoshiinGeek CultureHow to calculate the entropy of an entire languagePython implementation of calculating the entropy of english language using deep learning.·8 min read·Apr 6, 2022--3--3
PinnedSharad JoshiinGeek CultureCan we recover the training data from trained neural networks?Can we reconstruct exact training data from a trained neural network?·4 min read·Dec 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…·11 min read·Mar 5, 2022--1--1
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…·2 min read·Feb 25, 2022----
Sharad JoshiinLevel Up CodingHow to run open-sourced LLMs locallyrun llama3, mistral, phi, llava etc on your laptop·6 min read·May 7, 2024----
Sharad JoshiinLevel Up CodingStep by step guide to automate browsing using large language modelsBuild your own LLM powered search engine·10 min read·Mar 24, 2024--2--2
Sharad JoshiinLevel Up CodingUnraveling Variational Autoencoders: From Theory to Intuitive ImplementationA Practical Guide to intuition and Understanding"·5 min read·Nov 27, 2023----
Sharad JoshiinLevel Up CodingFirst Principles Approach to Understanding Large Language ModelsUnderstanding LLMs by the next word prediction task6 min read·Nov 21, 2023----
Sharad JoshiinLevel Up CodingAutoencoders Uncovered: Revealing Intriguing Features Beyond the BasicsHow autoencoders make use of information bottlenecks and manifolds to learn useful representations·7 min read·Jun 4, 2023--1--1