Rutam Bhagatrutam.hashnode.dev·Apr 17, 2024LLM Red Teaming: Assessment of an LLM-based ChatbotImagine this: You're a skilled red teamer, tasked with assessing the security of an LLM-based application for an online e-book store. Your mission? To find any potential vulnerabilities that could compromise the system's integrity. Sounds intriguing,...Discuss·10 likesmachinele
Rutam Bhagatrutam.hashnode.dev·Apr 16, 2024LLM Security: Using Automated Tools for Vulnerability ScansLLMs are not immune to vulnerabilities. As developers and researchers, it's our responsibility to ensure that these models are secure and reliable, safeguarding against potential threats and malicious attacks. Enter, automated red teaming – a proacti...Discuss·10 likesMachine Learning
Rutam Bhagatrutam.hashnode.dev·Apr 14, 2024CodeLlama: The Next-Gen Coding AssistantAs developers, we all know the struggle of staring at a blank screen, trying to write code from scratch especially under a tight deadline. It's like a never-ending battle between our caffeine-fueled brains and the relentless ticking of the clock. But...Discuss·10 likesMachine Learning
Venkat Ramanvenkat.eu·Apr 8, 2024CPU & GPU - The BasicsIntroduction In this article, we'll go through some fundamental low level details to understand why GPUs are good at Graphics, Neural Network and Deep Learning tasks and CPUs are good at wide number of sequential, complex general purpose computing ta...Discuss·36 readsAI
Rutam Bhagatrutam.hashnode.dev·Apr 6, 2024LLM Safety: Monitoring, Prompts, and Responsible AIImagine unleashing an LLM without proper safeguards in place – it could be like letting a mischievous AI genie out of its bottle, with no telling what kind of unintended (and potentially harmful) consequences might arise. That's why LLM safety is so ...Discuss·10 likesMachine Learning
Rutam Bhagatrutam.hashnode.dev·Apr 6, 2024LLM Workflows: A Practical Guide to Kubeflow PipelinesHey there, today we're about to explore ML pipelines for LLMs, have you ever wondered how this works behind the scenes make it all happen? Lets find out Introduction LLMs can understand and generate human-like text with remarkable accuracy, opening ...Discuss·10 likesMachine Learning
Dan Dinutensorthinker.hashnode.dev·Apr 4, 2024Agentic AIs: A Guide for the Curious MindImagine a world where machines can make decisions, learn from experiences, and work towards goals, much like humans. This isn’t science fiction; it’s the reality of agentic Artificial Intelligence (AI). In this post, we’ll explore what agentic AI sys...DiscussAI
Rutam Bhagatrutam.hashnode.dev·Apr 2, 2024FeaturedDetecting Hallucinations in Large Language Models with Text Similarity MetricsIn the world of LLMs, there is a phenomenon known as "hallucinations." These hallucinations are inaccurate or irrelevant responses to prompts. In this blog post, I'll go through hallucination detection, exploring various text similarity metrics and t...Discuss·41 likes·451 readsMachine Learning
Rutam Bhagatrutam.hashnode.dev·Apr 1, 2024Vertex AI: Building a Q&A System with Semantic SearchImagine having a specialized system that can answer your questions about Python programming instantly and accurately. While traditional approaches often rely on keyword matching and can be limited in their understanding of natural language, recent ad...Discuss·10 likesBlogsWithCC
Sathyasathyanarayan.hashnode.dev·Mar 31, 2024Mastering the Modern Workflow: An Introductory Dive in the World of DevOpsIntroduction Welcome to the start of an exciting 90-day DevOps journey! In this blog post series, we'll delve into the world of DevOps, its core principles, and how it plays a pivotal role in modern software development. Whether you're a seasoned dev...Discuss#righteducation
