Understanding “Understanding Gradient Descent through the Training Jacobian”Hi! The main purpose of this blog is to just act as notes for understanding the following paper “Understanding Gradient Descent through the…Feb 7Feb 7
Published inGoPenAITowards Automated Penetration Testing: Introducing LLM Benchmark, Analysis, and ImprovementsHi! This will be a blog on our paper “Towards Automated Penetration Testing: Introducing LLM Benchmark, Analysis, and Improvements”. For…Oct 25, 20241Oct 25, 20241
Published inGoPenAIUnderstanding Penetration Testing with LLMsThe goal of this blog is to understand the current state of penetration testing. I did a presentation at Huggingface Reading Group for…Aug 2, 20243Aug 2, 20243
Literature Review on Task Planning with LLM AgentsHere, I plan to find the current state of the art on the best ways to plan tasks/to-do lists for LLM Agents! The main motivation for this…Jun 26, 20241Jun 26, 20241
Understanding Triton Tutorials Part 2Hi! I recently started to want to review Triton so I’m making a second part of understanding Triton tutorials. The first part can be viewed…Jun 6, 20241Jun 6, 20241
Understanding the Current State of Reasoning with LLMsThe goal of this article is to go through the repos of Awesome-LLM-Reasoning and Awesome-LLM-reasoning for an understanding of the current…Jun 1, 20243Jun 1, 20243
Understanding Graph Machine Learning in the Era of Large Language Models (LLMs)Hi! These are my notes for a presentation I’m planning for the Huggingface Reading Group on Saturday. If you want to see a recording, check…May 3, 2024May 3, 2024
Understanding Real CustomThis will be a relatively short blog on Real Custom. The motivation for reading this paper mainly came from IP adapter. The idea of IP…Mar 25, 2024Mar 25, 2024
How do Textual Inversion tokens destroy prompts?This blog aims to pose a question on how exactly Textual Inversion tokens destroy prompts/over-dominate the cross-attention in diffusion…Mar 23, 20241Mar 23, 20241
