Share your thoughts, 1 month free Claude Pro on usSee more

Language Modeling on C4 Llama-3.1-8B-Instruct (val)

9.09Perplexity

BF16 Baseline

Updated 1mo ago

Evaluation Results

Method	Links
BF16 Baseline 2025.07		9.09
HPTQ 2025.07		9.99
SSQR-5% 2025.07		10.03
SSQR-4% 2025.07		10.05
SSQR-3% 2025.07		10.11
SSQR-2% 2025.07		10.2
SSQR-1% 2025.07		10.3
GPTQ 2025.07		10.46
HPTQ 2025.07		11.04
SSQR-5% 2025.07		11.13
SSQR-4% 2025.07		11.31
SSQR-3% 2025.07		11.54
SSQR-2% 2025.07		11.75
SSQR-1% 2025.07		12.35
GPTQ 2025.07		13.16
SSQR-5% 2025.07		16.13
HPTQ 2025.07		16.37
SSQR-4% 2025.07		17.77
SSQR-3% 2025.07		20.03
SSQR-2% 2025.07		25.21
SSQR-1% 2025.07		39.96
GPTQ 2025.07		71.33