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cs.AI2026

Long-Context Fine-Tuning with Limited VRAM

Vladimir Fedosov, Aleksandr Sazhin, Artemiy Grinenko +1

The paper introduces Hierarchical Global Attention combined with segment-wise backpropagation and tiered key‑value storage to fine‑tune large language models on much longer sequenc…