hardware
Best GPU for Ollama: 8GB to 48GB Cards Compared
Best GPU for Ollama by the two specs that matter: VRAM capacity decides what loads, memory bandwidth decides …
OllamaLab — Local LLM hardware and inference speed.
Local LLM hardware and inference speed.
OllamaLab
Independent · 2026
Independent · 2026
Featured setup
How to Run Ollama in Docker: CPU, NVIDIA and AMD GPU Setup
How to run Ollama in Docker: the one-line CPU container, NVIDIA and AMD GPU passthrough, a reboot-safe Compose file, and keeping port 11434 private.
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hardware
Ollama on Apple Silicon: Unified Memory Sizing
Ollama on Apple Silicon: how much unified memory a model actually gets, what each M-series chip's bandwidth m…
hardware
Best Ollama Models for 8GB VRAM: What Fits
Best Ollama models for 8GB VRAM: which parameter counts and quantisations fit once the desktop takes its shar…
performance
Ollama Tokens per Second: What Sets Your Speed
Ollama tokens per second explained: how memory bandwidth, quantisation, and context length set generation rat…
performance
Ollama Without a GPU: CPU-Only Speed and RAM
Ollama without a GPU: what CPU-only inference costs in tokens per second, how much system RAM each model clas…
troubleshooting
Ollama Not Using GPU: How to Diagnose and Fix It
Ollama not using GPU: read the processor split, confirm the device is visible and supported, and fix the capa…