OpenAI's ChatGPT, while popular, isn't open-source and has usage restrictions. Several open-source alternatives have emerged, such as BLOOM, LLaMA, Vicuna, Dolly, StableLM, MPT-7B, and StarCoder. These models vary in size and licensing, but they offer more accessibility and potential for local use. .. read more  

Kubeflow Pipelines (KFP) is the most popular feature of Kubeflow but the change from v1 to v2 is significant. Find out how to optimize for MinIO in this hands-on post... read more  

Learn how DevOps teams can enhance performance and observability in Kubernetes with AI and machine learning techniques. Evaluate pros, cons and use cases... read more  

11 NLP Applications field of use cases for data labeling Chatbots, text, NER, Speech Recognition, Sentiment, etc... read more  

LLMOps is an emerging field that focuses on managing the entire lifecycle of large language models, from data management and model development to deployment and ethics.. read more  

Step-by-step instructions for building an image classifier with ResNet, Cloud Storage and BQML... read more  

AWS Signer and Amazon ECR now offer container image signing, allowing you to validate approved images in your Amazon EKS clusters... read more  

The dockershim API in Kubernetes has been deprecated and removed in favor of containerd as the default container runtime. The transition to containerd brings benefits such as a smaller codebase and compatibility with OCI-compliant container images. However, it may require adjustments for application.. read more  

Solving excessive requests and high memory consumption in Kubernetes: understanding the problem and implementing effective solutions.. read more  

Learn how to resize CPU and memory resources assigned to containers of a running pod without restarting the pod or its containers in Kubernetes, and understand the different resize policies available... read more