Everything You Always Wanted to Know About Storage Compressibility of Pre-Trained ML Models but Were Afraid to Ask

Keyphrases

• Training Model 100%
• Compressibility 100%
• Machine Learning Models 100%
• Data Reduction 100%
• Elves 100%
• Error Bound 66%
• Compression Method 66%
• Lossy 66%
• Data Reduction Techniques 66%
• Reduction Tool 66%
• Storage Reduction 33%
• Model Accuracy 33%
• Existing Data 33%
• Data Deduplication 33%
• Data Compression 33%
• Lack of Understanding 33%
• Effective Method 33%
• Floating-point 33%
• Storage Space 33%
• Compress 33%
• Compression Ratio 33%
• Data Reduction Methods 33%
• Data Characteristics 33%
• Hash-based 33%
• Layer Model 33%
• Data Similarity 33%
• Granularity Level 33%
• Accuracy Loss 33%
• Uniform Model 33%
• Dictionary Coding 33%
• Similarity Detection 33%
• Data Granularity 33%
• Model Layer 33%
• Model Quantization 33%
• Compression Framework 33%
• Tensegrity 33%
• General-purpose Compressor 33%
• Zstd 33%
• Code Compression 33%

Computer Science

• Data Reduction 100%
• Compressibility 100%
• Machine Learning 100%
• Learning System 100%
• Data Processing 100%
• Pre-Trained Model 50%
• Floating Point 33%
• Data Deduplication 16%
• Model Accuracy 16%
• Effective Method 16%
• Granularity Level 16%
• Similarity Data 16%
• Compression Technique 16%
• Compression Ratio 16%
• Data Characteristic 16%