Verified65% confidenceFactExact time
Current mainstream mobile devices typically have 6–16GB of memory (with approximately 3–8GB available for models), and models that can run smoothly on-device typically range from 1B to 8B parameters, requiring approximately 2–5GB of memory after 4-bit quantization.
3
Sources
65%
Confidence
Medium-term (~90 days)
Relevance
8/27/2026
First Seen
Valid until: 11/25/2026
Sources
Related Entities
Related Claims
UnverifiedA model with 2B parameters typically requires only about 1–2 GB of memory after INT4 quantization, enabling it to run on mainstream smartphones, embedded development boards, and similar devices.78% similarUnverified8GB of VRAM cannot be fully used for loading models; on Windows laptops, typically 0.5GB to 1.5GB of VRAM is occupied by the system, leaving only about 6 to 7GB of actual space for the model.77% similar
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