Tutorial on object detection using torchvision python package and Comet experiment tracking tool. Covers transfer learning, evaluation metrics, and visualizing predictions. The post includes code and examples for comparing pre-trained object detection models and selecting the "good" one for a partic.. read more  

This post explores instruction-tuning to teach Stable Diffusion to follow instructions to translate or process input images. With this method, we can prompt Stable Diffusion using an input image and an “instruction”, such as - Apply a cartoon filter to the natural image... read more  

This post presents how two open-source frameworks,Alpa.aiandRay.io, work together to achieve the scale required to train a 175 billion-parameter JAX transformer model with pipeline parallelism. They enable the training of LLMs on large GPU clusters, automatically parallelizing computations and optim.. read more  

The secret to successful Power AI models lies in prompt merging of datasets, yielding amazing language translation results. However, there are vulnerabilities and risks associated with AI models being manipulated, leading to private data exposure... read more  

Cloudflare One's new suite of AI-powered Zero Trust security tools includes Cloudflare Gateway, Service Tokens, Cloudflare Tunnel, and Cloud Data Loss Prevention. It helps mitigate risks and prevents data loss incidents while allowing teams to safely use AI tools. The new suite of tools gives admini.. read more  

This article discusses the importance of prompt engineering in getting the most out of large language models (LLMs) like GPT. The study evaluates the effectiveness of eight different prompts in generating good summaries of news articles using OpenAI's Turbo model and introduces three new quantitativ.. read more  

Auditoria.AIaims to streamline finance and accounting using AI and natural language technology, automating routine and repetitive tasks so that professionals can focus on strategy and business insights instead. The company's smartbots take care of back-and-forth communication with vendors and custom.. read more  

The post discusses authentication and authorization in Amazon Elastic Kubernetes Service (EKS). It explains how EKS authenticates requests and authorizes access using IAM. It also explores attack vectors like SSRF vulnerabilities and stealing pod identities. The defender-focused section covers preve.. read more  

Monitoring and managing Kubernetes presents unique challenges due to its dynamic and distributed nature. Traditional monitoring tools are inadequate for the complexity of modern distributed systems. Kubernetes observability requires a different approach that consolidates telemetry data, generates in.. read more  

TheSecurity Profiles Operator (SPO)is a Kubernetes feature that simplifies managing seccomp, SELinux, and AppArmor profiles. The SPO's new command-line tool, spoc, allows easy recording and testing of seccomp profiles. It can record profiles from binary invocations, run binaries with applied profile.. read more