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Quantization Robustness Evaluation on (Wikitext, C4, HellaSwag, MMLU, Arc-C, MATH500, GSM8K) Aggregate
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-0.29
Accuracy Loss Delta (%)
HiF8
-0.4276
0.5012
1.43
2.3588
Feb 13, 2026
Accuracy Loss Delta (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy Loss Delta (%)
HiF8
Backbone=Qwen3-8B, WA...
2026.02
-0.29
MXFP8
Backbone=Qwen3-8B, WA...
2026.02
-0.15
HiF8
Backbone=openPangu-7B,...
2026.02
-0.15
NVFP4
Backbone=Qwen3-8B, WA...
2026.02
2.59
HiF4
Backbone=Qwen3-8B, WA...
2026.02
3.15
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