@wilame

Weaving Fashion Trends through Topic Modeling and Social Media Insights

Sep 10, 2024 · 6 min read · Social media isn’t just about sharing updates or following influencers—it’s a constant flow of conversations reflecting what’s happening worldwide. Every day, platforms like Twitter and Instagram become the battlegrounds where trends, opinions, and i...

Introduction to Standalone Questions in LLMs

Aug 20, 2024 · 7 min read · Among the many strategies employed to boost the performance of large language models (LLMs), the concept of standalone questions stands out in AI and natural language processing. For this post, let's explore standalone questions, why they are useful,...

ChatGPT Image Analysis Issues: Solving Problems with Prompt and Temperature Adjustments #NLPLog

Aug 19, 2024 · 3 min read · For the past three days, I have been stuck with the ChatGPT vision task: I asked the model to analyze the content of an image encoded in base64 format using the chat completion API. Despite following the documentation, the API consistently returned t...

Defending AI: Understanding and Mitigating Prompt Injection Attacks

Aug 16, 2024 · 9 min read · Prompt injection is a type of cybersecurity threat that is becoming increasingly relevant as more industries start using Large Language Models (LLMs) like GPT-3, GPT-4, and others. Essentially, attackers can manipulate AI systems by feeding them care...

Hello, World!

Aug 16, 2024 · 2 min read · For a while, I stopped writing altogether. Life got busy, and between the daily grind of work and other responsibilities, writing felt like just another task on an already overwhelming to-do pile. It was easier to push it aside and focus on the momen...