Collection by 
Aug 14, 2025
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LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale
Paper β’ 2208.07339 β’ Published β’ 5 -
GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers
Paper β’ 2210.17323 β’ Published β’ 10 -
SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
Paper β’ 2211.10438 β’ Published β’ 6 -
QLoRA: Efficient Finetuning of Quantized LLMs
Paper β’ 2305.14314 β’ Published β’ 59
