Beyond Distribution Matching: Selective Margin Preservation for Supervised Fine-Tuning
cs.LG, cs.CL
Submitted: 2026-10-14
Updated: 2026-10-14
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Program Synthesis with Large Language Models
- Evaluating Large Language Models Trained on Code
- Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
- Training Verifiers to Solve Math Word Problems
- Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting
- Gemma 3 Technical Report
- Measuring Massive Multitask Language Understanding
- Measuring Mathematical Problem Solving With the MATH Dataset
- Distilling the Knowledge in a Neural Network
- Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation
- Rotation-Preserving Supervised Fine-Tuning
- rStar-Coder: Scaling Competitive Code Reasoning with a Large-Scale Verified Dataset
- AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset
- LP-SFT: Keeping Plausible Alternatives Alive in Supervised Fine-Tuning
- Qwen3 Technical Report
- Path Following in the Exact Penalty Method of Convex Programming
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