Unverified50% confidenceFactExact time
SHADOW-50M uses ternary weights, with all parameters constrained to three values {-1, 0, +1}, theoretically requiring only 1.58 bits per parameter.
1
Sources
50%
Confidence
Long-term
Relevance
9/15/2026
First Seen
Sources
Related Entities
Related Claims
Unverified1-bit量化（如BitNet b1.58）将每个参数用-1、0、+1三值表示，目前主要停留在研究阶段66% similarUnverified4-bit量化只能表示16个离散值，1-bit只有2个，三元量化（-1/0/+1）只有3个可能值63% similarUnverified万象模型提供了 1.3B 和 14B 参数量的不同规模版本62% similarUnverifiedTernary quantization means each weight has only three possible value states, typically -1, 0, and +1.62% similarUnverified在4-bit量化下，纯参数理论最小占用为：7B约3.26GiB，13B约6.05GiB，32B约14.90GiB，70B约32.60GiB62% similar
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