# Model Inference

Posts Tagged: Model Inference

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Dec 13, 2024 • 7 min read • AI & Machine Learning

Why 24GB VRAM Is the New Minimum for Serious AI Work

Modern AI models are breaking on 12GB cards. After running local LLMs, training models, and deploying AI systems, I've learned that 24GB VRAM is now the practical minimum for serious AI work. Here's why, and what it means for your hardware choices—comparing RTX 3090, 4090, and A6000.

Machine Learning GPU LLM CUDA Hardware ameylokare amey lokare lokare amey VRAM AI Hardware NVIDIA RTX 3090 RTX 4090 A6000 Deep Learning GPU Computing AI Training Model Inference

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