vLLM Model Loading on Kubernetes: Caching Strategies
Content1 Key Takeaways2 Key vLLM Model Loading and Caching Considerations3 Model Sources: Understanding vLLM Model Source Options4 Model Caching Strategy Survey5 Comparison Summary6 Making the Decision: Selecting the Right Model…
Fara-7B: Computer Use Agents with Synthetic Data
Content1 What This Article Covers2 Key Takeaways3 FaraGen: Data Generation for Computer Use Agents4 Fara-7B5 Evaluating Fara-7B6 Running Fara-7B to Automate Computer Tasks7 Final Thoughts Vijona24 Jun at 16:06 How…
Deploy vLLM on Kubernetes with Shared NFS Storage
Content1 Key Takeaways2 The Problem: Why Downloading Models on Every Startup Hurts3 The Solution: Download Once and Run Inference Everywhere4 Architecture Overview5 Prerequisites6 Step 1: Set Up the Infrastructure7 Step…
Set Up an Application Server on Ubuntu 24.04
Content1 Key Takeaways2 Prerequisites3 Step 1 — Updating System Packages4 Step 2 — Installing Nginx as a Reverse Proxy5 Step 3 — Configuring the Firewall6 Step 4 — Setting Up…
n8n Workflow Automation: Open-Source Guide
Content1 Key Takeaways2 What Is n8n?3 How n8n Works4 Core Components of n8n5 Connecting with n8n on a Virtual Server: Quick Setup6 Using Pre-Built Workflow Templates in n8n7 n8n Deployment…
Web Grounding for LLMs with Python
Content1 Web Grounding Workflow2 Key Takeaways3 Step 1 — Getting Your API Keys4 Step 2 — Setting Up Your Environment5 Step 3 — Identifying Whether a Prompt Requires Web Grounding6…
QwenLong-L1.5: Long-Context AI Reasoning
Content1 Key Takeaways2 What Is QwenLong-L1.5?3 Why Long-Context Post-Training Matters4 Core Innovations in QwenLong-L1.55 QwenLong-L1.5 Performance6 Why Run QwenLong-L1.5 on Cloud GPUs?7 Step 1: Create a Cloud GPU Server8 Step…
Olmo 3: Open-Source AI Model Overview
Content1 Prerequisites2 Key Takeaways3 Model Architecture4 Data Curation5 OlmoTrace6 Running Olmo 3 on General Cloud GPU Infrastructure7 FAQ8 Final Thoughts Vijona24 Jun at 10:03 Olmo 3: A Practical Overview of…
Install OwnCloud on Ubuntu: Step-by-Step Guide
Content1 Key Takeaways2 What Is OwnCloud and Why Use It?3 Manual Installation vs Docker: Which OwnCloud Installation Method Should You Choose?4 Prerequisites5 OwnCloud Architecture Overview6 Install Required PHP Extensions7 Create…