Unverified50% confidenceFactExact time
Edge scenarios typically choose small models with 1B to 3B parameters, where a 3B model is about 1.5GB after 4-bit quantization and a 1B model is about 500MB.
1
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50%
Confidence
Long-term
Relevance
10/18/2026
First Seen
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Related Claims
VerifiedA 7B-parameter model requires only approximately 4 GB of VRAM to run after 4-bit quantization.80% similarVerifiedAfter applying INT4 quantization, the memory footprint of a 3B parameter model can be reduced to approximately 2 GB.75% similarUnverified"3B" refers to a model with approximately 3 billion parameters, a scale whose hardware requirements are far lower than those of larger models such as 7B and 13B.74% similarUnverifiedEnd-to-end multimodal large model solutions typically require more than 16 GB of VRAM.70% similar
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