Delta is a production-ready lossless compression system that reduces the computational and economic cost of LLM inference by eliminating redundancy in input sequences before they reach the model. It ...

TensorFlow Compression (TFC) contains data compression tools for TensorFlow. You can use this library to build your own ML models with end-to-end optimized data compression built in. It's useful to ...

Abstract: Nowadays a large number of DNA sequences is being stored on online databases. To reduce this quantity of information, researchers have been trying to implement new DNA sequences compression ...

An LSTM autoencoder combines encoder-decoder architecture to compress and reconstruct data effectively. Long Short Term Memory networks excel in learning dependencies in sequential data. The article ...

Abstract: Humans, by nature, have always been fascinated by the possibility of being able to acquire more information in minimum possible time and space. The effective lossless compression method, ...