Isamu IsozakiinGoPenAIUnderstanding 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 22Aug 22
Isamu IsozakiLiterature 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 26Jun 26
Isamu IsozakiUnderstanding 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 61Jun 61
Isamu IsozakiUnderstanding 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 12Jun 12
Isamu IsozakiUnderstanding the Current State of AI for Stories GenerationThe goal of this article is to do a literature review of stories for a presentation in the Huggingface reading group. If you want a…May 15May 15
Isamu IsozakiUnderstanding 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 3May 3
Isamu IsozakiUnderstanding 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 25Mar 25
Isamu IsozakiHow 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 231Mar 231
Isamu IsozakiUnderstanding PALP: Prompt Aligned Personalization of Text-to-Image ModelsTo understand this paper, let us first talk about personalization methods' challenges. The main competition of this paper is techniques…Feb 17Feb 17
Isamu IsozakiLiterature Review on AI in LawThis blog was inspired by Owl from the Laion Discord server. Thanks for the discussions! In this blog, my main goal is to go through why…Jan 271Jan 271
