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Benchmarks
Quantization Calibration on Llama 8B 3
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25
Calibration Time (mins)
GPTQ
23.04
36.27
49.5
62.73
Jan 29, 2026
Calibration Time (mins)
Peak VRAM (GB)
Updated 4d ago
Evaluation Results
Method
Method
Links
Calibration Time (mins)
Peak VRAM (GB)
GPTQ
Category=Baselines, Ha...
2026.01
25
-
HeRo-Q
Category=Ours, Hardwar...
2026.01
38
-
OmniQuant
Category=Baselines, Ha...
2026.01
74
-
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