Author

Vihang Patil

Institute for Machine Learning, Linz

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Preprint Aug 2026

Learning how to Forget: Fine-tuning for Long-Context Sparse Attention

This work provides a new method for fine-tuning models with sparse attention that works for any KV cache policy, runs on a moderate hardware budget, and allows the model to co-adapt with the policy, often outperforming models trained with exact attention (sequence parallelism).

Matthias W. Seeger, Zeyu Zhang, Vihang Patil et al. · 0 citations