From a Lossless (~1.5: 1) Compression Algorithm for Llama2 7B Weights to Variable Precision, Variable Range, Compressed Numeric Data Types for CNNs and LLMs.
Vincenzo LiguoriPublished in: CoRR (2024)
Keyphrases
- data types
- compression algorithm
- variable precision
- data compression
- image compression
- compressed pattern matching
- lossless data compression
- jpeg ls
- data structure
- arithmetic coding
- compression ratio
- learning perl
- decision table
- data model
- reduction method
- high compression ratio
- bitstream
- lossless compression
- knowledge structures
- rough sets
- compression scheme
- database systems
- database management systems
- decision trees
- data mining algorithms
- dominance relation
- coding scheme
- wavelet transform
- query language
- entropy coding
- lossy compression
- computer vision
- information retrieval
- database
- computational complexity
- predictive coding