Pinneda picture is worth a 1000 words; breaking down Vision Transformersbreaking down vision transformers with code implementation.Nov 29, 20231Nov 29, 20231
Pinnedbuild GPT with me! implementing GPT from scratch step-by-stepA step by step guide on implementing GPT from scratch in Python.Jan 31, 20242Jan 31, 20242
PinnedPublished inAI Mindwhy has GPT-4’s accuracy been declining so much!?Understanding the Perplexing Decline of GPT-4’s Accuracy!Aug 1, 2023Aug 1, 2023
build a multiscale CNN with me! step-by-step guide to implement a multiscale CNN!Implementing a multiscale CNN & understanding the theory / motivation behind building a multiscale CNN.Jul 21, 2024Jul 21, 2024
build a GAN with me! step-by-step guide on understanding a GAN from scratch!This article goes over what GANs are, how they work, how to implement them from scratch in python & using them on a sample dataset!Jun 18, 20242Jun 18, 20242
build an autoencoder with me!An in-depth breakdown of what an autoencoder is, the math / theory behind them, using them for mnist dataset, and the types of…May 26, 2024May 26, 2024
reducing sycophancy in LLMs with synthetic dataHow we can use synthetic data to reduce sycophancy in Large Language ModelsOct 8, 2023Oct 8, 2023
reconstructing music from brain waves!? meet Brain2MusicThis article delves into reconstructing music from brain activity scans with MusicLM!Aug 26, 2023Aug 26, 2023
Saying bye to segmentation models!? Understanding Universal SegmentationThe main idea of this paper is to leverage a diverse collection of segmentation datasets to co-train a single model for segmentation tasks.Aug 20, 2023Aug 20, 2023
Breaking Down Contrastive Learning with a Hierarchical TwistUnderstanding and breaking down the key components of Hierarchical Contrastive Learning.May 30, 2023May 30, 2023
