A slice-wise feature distillation framework for independent tensorization of neural network slices to achieve scalable compression with reduced fine-tuning costs.
Awq: Activation-aware weight quantization for on-device llm compression and accelera- tion.Proceedings of Machine Learning and Systems, 6:87–100, 2024
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Fast Tensorization of Neural Networks via Slice-wise Feature Distillation
A slice-wise feature distillation framework for independent tensorization of neural network slices to achieve scalable compression with reduced fine-tuning costs.