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Language Modeling on WikiText-2 (test) (Llama-3.1-8B-Instruct)

7.2Perplexity

BF16 Baseline

Updated 1mo ago

Evaluation Results

Method	Links
BF16 Baseline 2025.07		7.2
HPTQ 2025.07		7.37
SSQR-5% 2025.07		7.38
SSQR-4% 2025.07		7.39
SSQR-3% 2025.07		7.41
SSQR-2% 2025.07		7.48
SSQR-1% 2025.07		7.5
GPTQ 2025.07		7.56
HPTQ 2025.07		7.84
SSQR-5% 2025.07		7.98
SSQR-4% 2025.07		8.01
SSQR-3% 2025.07		8.16
SSQR-2% 2025.07		8.32
SSQR-1% 2025.07		8.67
GPTQ 2025.07		9.44
HPTQ 2025.07		11.89
SSQR-5% 2025.07		12.12
SSQR-4% 2025.07		13.22
SSQR-3% 2025.07		17.27
SSQR-2% 2025.07		25.18
SSQR-1% 2025.07		57.26
GPTQ 2025.07		148.15