Tagged "hardware-setup"
5 articles tagged hardware-setup, 12 March 2026 to 30 July 2026. Newest first.
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Building a Dual V100 AI Workstation for Local LLMs
A practical guide to constructing a high-performance local LLM inference workstation using dual NVIDIA V100 GPUs, providing both cost-effective and capable hardware for serious local deployment work.
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Getting Started With NVIDIA DGX Spark: Unboxing, First Boot, Dashboard, and Running Gemma Locally
A comprehensive guide to setting up NVIDIA's DGX Spark hardware for local LLM inference, including practical steps for deploying Google's Gemma model. This resource is valuable for practitioners considering dedicated hardware investments for on-device inference.
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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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llmfit Checks Your Hardware and Ranks Models Before You Download
llmfit scans RAM, CPU, GPU and VRAM in one command, then ranks models on quality, speed, fit and context, picking a quantization and labelling each result ideal, okay or borderline. It accounts for active parameters on MoE models rather than total.
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The $1,500 Local AI Setup: DeepSeek-R1 on Consumer Hardware
A comprehensive guide demonstrating how to deploy DeepSeek-R1 reasoning models on consumer-grade hardware for under $1,500, making advanced local inference accessible to individual developers.