LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale
Paper
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2208.07339
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Published
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4
Neural Network Compression & Quantization
Tracks papers and links about neural network compression and quantization technics
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GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers
Paper • 2210.17323 • Published • 8 -
SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
Paper • 2211.10438 • Published • 4 -
AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
Paper • 2306.00978 • Published • 9