EasyQuant: An Efficient Data-free Quantization Algorithm for LLMs.
Hanlin TangYifu SunDecheng WuKai LiuJianchen ZhuZhanhui KangPublished in: CoRR (2024)
Keyphrases
- input data
- data sets
- noisy data
- computational cost
- data collection
- search space
- preprocessing
- spatial data
- computational complexity
- data reduction
- synthetic data
- original data
- computationally efficient
- synthetic datasets
- database
- data sources
- image data
- optimal solution
- learning algorithm
- expectation maximization
- prior information
- matching algorithm
- data analysis
- dynamic programming
- detection algorithm
- optimization algorithm
- recognition algorithm
- xml documents
- training data
- np hard
- dimensional data
- data points
- single scan
- high dimensional data
- information loss
- high quality
- objective function
- k means
- particle swarm optimization
- cost function
- data mining techniques
- knowledge discovery
- wireless sensor networks