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Benchmarks
Perplexity on C4
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6.24
Perplexity
FP16 Baseline
5.4444
10.8147
16.185
21.5553
Jul 24, 2025
Perplexity
Updated 1mo ago
Evaluation Results
Method
Method
Links
Perplexity
FP16 Baseline
Avg. Bitwidth=16.000,...
2025.07
6.24
HPTQ
Avg. Bitwidth=4.125, M...
2025.07
6.73
SSQR-1%
Avg. Bitwidth=4.445, M...
2025.07
6.81
GPTQ
Avg. Bitwidth=4.125, M...
2025.07
6.9
HPTQ
Avg. Bitwidth=3.125, M...
2025.07
7.04
SSQR-1%
Avg. Bitwidth=3.445, M...
2025.07
7.52
GPTQ
Avg. Bitwidth=3.125, M...
2025.07
8.08
HPTQ
Avg. Bitwidth=2.125, M...
2025.07
9.43
SSQR-1%
Avg. Bitwidth=2.445, M...
2025.07
15.85
GPTQ
Avg. Bitwidth=2.125, M...
2025.07
26.13
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