conftrace_

delta compression

5 papers

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Co-occurring keywords

model compression (3302) large language model (13587) singular value decomposition (222) mixed-precision quantization (40) singular value distribution (3) model storage (1) parameter delta (2) parameter pruning (39) residual quantization (8) delta sparsification (1)

Papers

SineLoRA∆: Sine-Activated Delta Compression AAAI 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 NIPS 2024
FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models NIPS 2024