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delta compression

6 papers

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Co-occurring keywords · papers mentioning both

model compression (4) large language model (3) model storage (2) lossless compression (2) singular value decomposition (2) singular value distribution (1) parameter delta (1) parameter pruning (1) residual quantization (1) data deduplication (1)

Papers

SineLoRA∆: Sine-Activated Delta Compression AAAI 2026 ZipLLM: Efficient LLM Storage via Model-Aware Synergistic Data Deduplication and Compression NSDI 2026 ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs ACL 2025 RQT: Hierarchical Residual Quantization for Multi-Model Compression ACL 2025 Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models NeurIPS 2024 FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models NeurIPS 2024