UNIDOC-BENCH: A Unified Benchmark for Document-Centric Multimodal RAG Paper • 2510.03663 • Published Oct 4 • 15
When Tokens Talk Too Much: A Survey of Multimodal Long-Context Token Compression across Images, Videos, and Audios Paper • 2507.20198 • Published Jul 27 • 26
Give Me FP32 or Give Me Death? Challenges and Solutions for Reproducible Reasoning Paper • 2506.09501 • Published Jun 11 • 19
HoliTom: Holistic Token Merging for Fast Video Large Language Models Paper • 2505.21334 • Published May 27 • 21
70% Size, 100% Accuracy: Lossless LLM Compression for Efficient GPU Inference via Dynamic-Length Float Paper • 2504.11651 • Published Apr 15 • 31
Plug-and-Play 1.x-Bit KV Cache Quantization for Video Large Language Models Paper • 2503.16257 • Published Mar 20 • 26
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Paper • 2503.16419 • Published Mar 20 • 76
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model Paper • 2406.04333 • Published Jun 6, 2024 • 38
