BitNet a4.8: 4-bit Activations for 1-bit LLMs
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2411.04965
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69
quantize
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"Give Me BF16 or Give Me Death"? Accuracy-Performance Trade-Offs in LLM Quantization
Paper • 2411.02355 • Published • 52 -
Ultra-Sparse Memory Network
Paper • 2411.12364 • Published • 24 -
VisionZip: Longer is Better but Not Necessary in Vision Language Models
Paper • 2412.04467 • Published • 117 -
Efficient Vision-Language Models by Summarizing Visual Tokens into Compact Registers
Paper • 2410.14072 • Published -
FoPru: Focal Pruning for Efficient Large Vision-Language Models
Paper • 2411.14164 • Published -
NVILA: Efficient Frontier Visual Language Models
Paper • 2412.04468 • Published • 60