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Predictive memory allocation on GPQA Diamond

39.87#AllocsFuel Gauge
20.1448153.2899286.435419.5801Mar 11, 2026

Evaluation results

MethodLinks
Fuel GaugeModel=Qwen3-8B2026.0339.8713.37
Fuel GaugeModel=Qwen3-4B2026.0349.249.971
HFModel=Qwen3-4B2026.03491—
HFModel=Qwen3-8B2026.03533—