mSFT: Addressing Dataset Mixtures Overfitting Heterogeneously in Multi-task SFT
cs.LG, cs.AI
Submitted: 2026-03-23
Updated: 2026-09-25
Terminology
Sources
- Nemotron-4 340B Technical Report
- Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
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- Scaling Laws for Neural Language Models
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- Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models
- DeepSeek-V3 Technical Report
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- Olmo 3
- Qwen2.5 Technical Report
- Magistral
- DaMo: Data Mixing Optimizer in Fine-tuning Multimodal LLMs for Mobile Phone Agents
- DynamixSFT: Dynamic Mixture Optimization of Instruction Tuning Collections
- Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning
- Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models
- SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe
- Qwen3 Technical Report
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