Weaving Fashion Trends through Topic Modeling and Social Media InsightsSocial 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...Sep 10, 2024 · 6 min readwilame.hashnode.dev
Introduction to Standalone Questions in LLMsAmong 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,...Aug 20, 2024 · 7 min readwilame.hashnode.dev
ChatGPT Image Analysis Issues: Solving Problems with Prompt and Temperature Adjustments #NLPLogFor 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...Aug 19, 2024 · 3 min readwilame.hashnode.dev
Defending AI: Understanding and Mitigating Prompt Injection AttacksPrompt 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...Aug 16, 2024 · 9 min readwilame.hashnode.dev
Hello, World!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...Aug 16, 2024 · 2 min readwilame.hashnode.dev