Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities Paper • 2408.07666 • Published Aug 14 • 2
Memory-Efficient LLM Training with Online Subspace Descent Paper • 2408.12857 • Published Aug 23 • 11
Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution Paper • 2409.12191 • Published 29 days ago • 72
Scaling Smart: Accelerating Large Language Model Pre-training with Small Model Initialization Paper • 2409.12903 • Published 28 days ago • 21
SageAttention: Accurate 8-Bit Attention for Plug-and-play Inference Acceleration Paper • 2410.02367 • Published 14 days ago • 45
MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning Paper • 2409.20566 • Published 17 days ago • 50
MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models Paper • 2409.17481 • Published 21 days ago • 46
VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models Paper • 2409.17066 • Published 22 days ago • 25