Tagged "ollama-deployment"
14 articles tagged ollama-deployment, 19 February 2026 to 20 June 2026. Newest first.
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Best VPS for Ollama 2026 and Setup Guide
A comprehensive guide covering the best virtual private servers for running Ollama in 2026, including configuration recommendations and performance considerations for different use cases.
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vLLM vs Ollama 2026: Performance Benchmark Reveals 9x Throughput Gap
A comprehensive benchmark comparison shows vLLM significantly outperforming Ollama in throughput metrics, with implications for choosing the right inference framework for local deployments.
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Critical Out-of-Bounds Read Vulnerability Discovered in Ollama
A significant security vulnerability (CVE-2026-7482) has been identified in Ollama, affecting local LLM deployments. Users running self-hosted Ollama instances should prioritize updating to patched versions.
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Deploying Frigate & Ollama On A Minisforum MS-A2 Server
A practical deployment guide demonstrates running Frigate video analytics and Ollama LLM inference simultaneously on compact, low-power edge hardware. This real-world example shows how to combine multiple AI workloads on resource-constrained devices.
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Critical Security Vulnerabilities in Ollama Auto-Updater Enable Remote Code Execution
Researchers discovered unpatched flaws in Ollama's auto-updater that could allow persistent remote code execution on local deployments. This affects a significant portion of self-hosted Ollama instances and highlights the importance of security practices in local LLM infrastructure.
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Xiaomi 12 Pro Converted Into 24/7 Headless AI Server With Ollama and Gemma4
A developer successfully converted a Snapdragon 8 Gen 1 smartphone into a dedicated local LLM inference node by flashing LineageOS and configuring Ollama, achieving 24/7 uptime for edge AI workloads with 9GB RAM available for compute.
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April 2026 TLDR Setup for Ollama and Gemma 4 26B on a Mac mini
A community-contributed quick-start guide documents practical steps for deploying Gemma 4 on Mac mini hardware using Ollama, providing a reference implementation for local inference setup.
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Building Cross-Platform Ollama Dashboards with 95% Shared Code
Developers share practical patterns for building unified dashboards managing Ollama deployments across multiple platforms, achieving code reuse and consistent UX for local LLM management.
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Local AI Coding Assistant: Free Cursor Alternative with VS Code, Ollama & Continue
Guide to building a free, self-hosted AI coding assistant using VS Code, Ollama, and the Continue extension as an alternative to cloud-based Cursor, enabling developers to keep code and inference local.
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How to Run Local LLMs in 2026: The Complete Developer's Guide
SitePoint presents an updated comprehensive guide for developers looking to deploy and run local LLMs in 2026, covering modern tools, best practices, and deployment strategies.
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How to Run Your Own Local LLM — 2026 Edition
HackerNoon publishes an updated comprehensive guide for running local LLMs, covering current best practices and tooling in 2026. The guide serves as a practical reference for practitioners setting up self-hosted inference systems.
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The Complete Developer's Guide to Running LLMs Locally: From Ollama to Production
A comprehensive guide covering the full lifecycle of deploying LLMs locally, from initial setup with Ollama to production-ready deployments. Essential resource for developers transitioning from cloud-based APIs to self-hosted inference.
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Ollama Production Deployment: Docker-Compose Setup Guide
SitePoint publishes a comprehensive guide for deploying Ollama in production environments using Docker Compose, providing practical steps for self-hosted local LLM inference at scale.
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Local Vision-Language Models for Document OCR and PII Detection in Privacy-Critical Workflows
A developer has published an open-source application using local Qwen VLMs for document OCR with bounding box detection, enabling privacy-preserving PII detection and redaction without cloud services.