Reduce CO2 Footprint of Your Kubernetes Clusters Using Kube Green
Reduce Kubernetes cluster CO2 footprint with Kube-green: Learn to implement pod sleep schedules during weekends and off-hours for improved sustainability.
Copacetic - Patch Your Container Images Seamlessly with COPA
Explore Copa, a Go-based CLI tool for patching container images using vulnerability scanning results from tools like Trivy. Learn to address critical security vulnerabilities efficiently.
Running Llama 3 Locally with Ollama and LlamaEdge
Explore running Llama3 locally with Ollama and LlamaEdge. Learn to operate language models, use WebUI, serve models, and interact via Python. Discover GPTScript and Ollama's user interface for enhanced local LLM usage.
WebAssembly on Kubernetes Using Spinkube and Rancher Desktop
Deploy Wasm workloads on Kubernetes using SpinKube and Rancher Desktop. Create a Spin app, run it locally, and leverage cloud GPUs for AI inference deployment on KillerCoda.
Kubernetes Network Policy Deep Dive
Explore Kubernetes network policies through hands-on examples, including creating Cilium-based Layer 7 HTTP policies, to effectively restrict and manage cluster traffic.
Learn ChatGPT with DevOps Applications
Explore ChatGPT's applications in DevOps, from Linux commands to Kubernetes code. Gain insights on leveraging AI for efficient development and automation while understanding its limitations.
DevOps vs Platform Engineering - Is DevOps Dead?
Explore the evolution from DevOps to Platform Engineering, examining the benefits of internal developer platforms for streamlined software development and faster, more efficient delivery.
Zot: OCI Native Container Image Registry - Overview and Demo
Explore Zot: an OCI-compliant, vendor-neutral container image registry. Learn its features, architecture, extensions, and see a live demo of this production-ready open-source solution.
Cut Your Kubernetes Costs in Half Using CAST AI
Optimize Kubernetes infrastructure and reduce costs with CAST AI's intelligent autoscaling and cost observability features for efficient resource management.
Effective Ways to Manage Secrets in GitOps
Explore effective secrets management in GitOps, from understanding core concepts to implementing secure solutions. Gain practical insights for seamless security integration in your development pipeline.
State of Cloud Native in 2024 - WebAssembly, Sustainability, Platform Engineering and More
Explore 2024's cloud native trends: WebAssembly advancements, sustainable computing practices, AI integration, and platform engineering evolution. Gain insights into transformative technologies shaping the future of cloud ecosystems.
vLLM on Kubernetes in Production - Deployment and Cost-Saving Strategies
Deploy vLLM on Kubernetes for efficient LLM inference and serving. Learn basics, local setup, and production deployment with GPU-attached nodes via DaemonSet. Includes hands-on demo and cost-saving strategies.
Deploying a Golang App to Kubernetes with HTTPS Using Ingress, Cert-Manager, Ko, and BuildSafe
Deploy Golang app to Kubernetes with HTTPS using Ingress, cert-manager, ko, and BuildSafe. Learn streamlined deployment without Dockerfiles, secure communication setup, and OCI artifact creation.
Connecting a Llama 2 Chatbot to the Internet - Search and Custom Functions
Connect a Llama 2 chatbot to the internet, enabling Bing searches and custom function integration for enhanced capabilities like Google searches, paper lookups, and API connections.
Preparing Fine-tuning Datasets with Open Source LLMs
Learn to prepare fine-tuning datasets using open-source LLMs like Llama 2. Explore data preparation scripts, Q&A dataset creation, and API setup for effective model customization.
Really Long Context LLMs - 200k Input Tokens
Explore Yi 34B 200k model capabilities, compare long context models, and learn about passkey retrieval and inferencing on Runpod. Access resources for implementing extended context LLMs.
Mistral Large vs GPT-4: Practical Benchmarking and LLM Evaluation
Explore practical benchmarking of Mistral Large vs GPT4. Compare performance, run custom evaluations, and gain insights into LLM capabilities for informed decision-making.
Deploying Serverless Inference Endpoints - Setup and Cost Comparison
Deploy serverless inference endpoints efficiently. Learn setup, use cases, and cost comparisons for API-based machine learning model deployment.
Running ML Workloads with AWS Purpose-Built ML Accelerators and Ray
Discover AWS Trainium and Inferentia ML accelerators for high-performance, cost-effective Generative AI in the cloud. Explore native support for these accelerators in Ray.
Wind Farm Optimization Using Reinforcement Learning and Large-Scale Simulation
Optimize wind farm energy production using deep reinforcement learning and large-scale simulations. Boost annual output by 1-2% through advanced yaw control strategies.
Optimizing LLM Training with Airbnb's Next-Gen ML Platform
Explore Airbnb's ML platform upgrade for efficient LLM use, featuring Ray integration for improved developer productivity, performance, and cost-effective GPU utilization on AWS.