Re:The Era of 1-bit LLMs: ternary parameters for cost-effect...
by marty1885 on Thursday February 29, 2024 @11:41PM
(#39558585)
Not fully, 8 bits has 256 values. It's easy to keep a look up table in the L1 cache of any CPU and constant cache of any GPU. For ASICs and FPGAs, it's a simple 256-value LUT. It's not ideal, yes, but not a deal breaker. Epically considering LLMs are memory bound. GGML dequantizes weights on-the-fly and still gets near linear scaling on GPUs.
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