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Local AI
Beginner10 min
How to Set Up Local AI on 12GB of VRAM
12GB of VRAM is the mixture-of-experts sweet spot: OpenAI's gpt-oss-20b needs about 12GB at Q4 and, because only 3.6B of its 20B parameters activate per token, generates at nearly 7B speed. Here is how to install it, which quantization it actually ships in, and cited real-world tokens-per-second.
Local AI
Beginner8 min
How to Run Mistral 7B Locally
Pull Mistral 7B with Ollama, understand when to use mistral-nemo instead, check your VRAM requirement, and tune a system prompt to get sharper answers.
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