#local-llm
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LM Studio vs Ollama for Local LLMs: How to Actually Choose
A practical comparison of LM Studio and Ollama for local LLMs: licensing limits, OpenAI API coverage, and the memory and context defaults.
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LM Studio System Requirements: RAM, VRAM, GPU
What LM Studio actually requires: 16 GB RAM, AVX2, 4 GB VRAM, macOS 14 on Apple Silicon, and how to size a machine for the model you want to run.
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GGUF Quantization Levels: Q4_K_M vs Q8_0 Explained
How GGUF quantization trades model quality for memory, what Q4_K_M costs you against Q8_0, and how to match a quant level to the memory you have.