Unverified50% confidenceFactExact time
Using 4-bit quantization as a rough estimate, each parameter requires approximately 0.5 bytes on average
1
Sources
50%
Confidence
Long-term
Relevance
9/23/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe Q4_K_M quantization scheme averages approximately 4.8 bits per weight, while the Q8_0 quantization scheme uses 8 bits per weight.73% similarVerifiedFP32每个参数占4字节，FP16/BF16占2字节，INT8量化占1字节，INT4量化占0.5字节68% similarUnverifiedTernary quantization theoretically requires only approximately 1.58 bits (log₂3) per weight for representation.68% similar
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