: DeltaZip compresses "model deltas"—the small changes made to a base model during fine-tuning—by up to 10x.
: Most ZIP files use the DEFLATE algorithm , a combination of LZ77 and Huffman coding, to reduce file size by finding repeating patterns in the markup text. DTL.zip
: Unlike formats like TAR, a ZIP file includes a "Central Directory" at the end, allowing software to extract specific DTL files without reading the entire archive. 3. Emerging Alternative: DeltaZip DTL.zip
: It uses structured sparsity and quantization to allow multiple fine-tuned models to run concurrently on the same hardware with high throughput. 4. Practical Applications and Usage DTL.zip