Frederic Sala
2 papers · Latest:
Machine Learning
Fine-Tuning Small Reasoning Models for Quantum Field Theory
This paper fine-tunes small 7B models for Quantum Field Theory using novel data generation, showing how physics reasoning develops.
2604.18936
Machine LearningTest-Time Scaling Makes Overtraining Compute-Optimal
New $T^2$ scaling laws show that overtraining LLMs is compute-optimal when considering test-time inference costs, leading to stronger performance.
2604.01411
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