VRAM
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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 how fast it answers. Compared by tier.
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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 means for speed, and which Mac to size for.
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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 share, and what to run at each context length.
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How Much VRAM Do You Need to Run Local LLMs with Ollama?
VRAM sizing for local LLMs: how quantisation, parameter count, and context length set your GPU memory bill, and which model fits 8, 12, 16, or 24 GB.