Verified65% confidenceFactExact time

Consumer-grade graphics cards typically have only 8–24 GB of VRAM, which limits the scale of models that can be run.

3

Sources

65%

Confidence

Medium-term (~90 days)

Relevance

9/10/2026

First Seen

Valid until: 12/9/2026

Sources

Complete Guide to Deploying LLMs Locally on Mac: Ollama Integration with AI Coding Tools

Related Entities

Related Claims

VerifiedA 30B parameter model that originally required 60 GB of VRAM can run on consumer-grade GPUs with 16 GB or even 8 GB of VRAM after quantization.79% similar VerifiedEven compressing the weights to 214GB using 4-bit quantization still far exceeds the capacity of a single 48GB GPU.75% similar

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