LLMA = LLM + Arithmetic coder, which use LLM to do insane text data compression. LLMA=大模型+算术编码,它能使用LLM对文本数据进行暴力的压缩,达到极高的压缩率。
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Updated
Nov 24, 2024 - Python
LLMA = LLM + Arithmetic coder, which use LLM to do insane text data compression. LLMA=大模型+算术编码,它能使用LLM对文本数据进行暴力的压缩,达到极高的压缩率。
Extreme inline text compression for HTML / JS. A custom pipeline that generates stand-alone HTML or JS files which embed competitively compressed self-extracting text, with file sizes of 25% - 40% the original.
Using Huffman code to encode and compress the secret text data along with using histogram shifting to encode the data into the image.
A text compression tool & library
Data driven approach for compressing text using an encoder-decoder architecture and word-level embeddings.
Official Implementation of Paper "A Novel Metric for Evaluating Semantics Preservation"
A simple python implementation for the well-known compression algorithm LZW
Highlights the key matches between your Given PDF and the description text
Magic Text is able to Magicify Text into letters and numbers, and Un-Magicify letters and numbers back into readable text
Ravdec is a Python module implementing a lossless data compression algorithm designed by Ravin Kumar on September 19, 2016. This algorithm is designed exclusively for textual data, including alphabets, numbers, and symbols.
A simple Python implementation of Huffman Coding for text compression. This project reads a text file, compresses it using the Huffman algorithm, saves the encoded content and tree structure, and can decompress it back to the original text.
Text compression algorithm(s) developed as a part of a Data structures and Algorithms project at University of Helsinki
QubitText Compressor: A Python-based lossless text compressor using variable bit-length encoding (e.g., 5 bits for a-z,space). Compresses "hello world" from 11 to 8 bytes (ratio 1.38) with a custom table and EOS marker. No dependencies, ideal for constrained systems.
iCompress is a Python-based text file compression tool that uses the Huffman coding algorithm to compress and decompress text files. The tool takes an input file, compresses it using Huffman coding, and generates a compressed output file. It can also decompress a compressed file and retrieve the original file.
LLM based text compressor which performs better than SOTA text compression algorithms
A rudimentary implementation of DQN RL for Text Compression
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