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AI & Machine Learning
How Long Should Ollama Keep a Model Loaded?
Ollama can retain a model after a request, let it expire, or unload it immediately. Those choices trade warm-request latency for memory…
KNOWLEDGE, PUT TO WORK
Local LLM.
Practical guides, fresh perspectives and technical know-how from Voxfor.
The knowledge library
3 articlesArticles & guides
AI & Machine Learning
GPU Memory Planning for Local LLM Inference
GPU memory planning starts with one equation: required VRAM = model weights + KV cache + runtime reserve. A checkpoint that fits…
AI & Machine Learning
Why Ollama Uses CPU Even When Your GPU Is Available
nvidia-smi can show a healthy GPU while an Ollama request still runs partly—or entirely—on CPU. That contradiction does not have one universal…
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