The Matrix Inscription Protocol (MIP) is a proof of concept designed to reduce Bitcoin Ordinal Inscription file sizes and costs. Leveraging Large Language Model Quantization and Compression Theory, MIP aims to combat Bitcoin core chain and network spam.
By applying advanced quantization and compression techniques, MIP minimizes inscription file sizes, reducing transaction fees and optimizing network performance.
- File Size Reduction: Use quantization and compression to minimize inscription data.
- Cost Efficiency: Lower transaction fees by reducing data size.
- Network Optimization: Mitigate network spam and improve efficiency.
Inspired by Large Language Models (LLMs) and their quantization methods, MIP applies similar techniques to Bitcoin Ordinal Inscriptions to achieve smaller file sizes and reduced costs.
- Data Reading and Processing: Read and prepare inscription data.
- Quantization: Apply quantization techniques to reduce data precision.
- Compression: Further reduce data size using advanced algorithms.
- Verification: Ensure data integrity by verifying decompressed data against the original.
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Clone the Repository:
git clone https://github.com/<repo>.git cd <repo>
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Set Up the Environment:
python3 -m venv env source env/bin/activate pip install -r requirements.txt -
Run the Example:
python run.py
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Access the Application: Open
http://127.0.0.1:5000/in your web browser.
We welcome contributions. Fork the repository and submit pull requests for improvements or new features.
- Advanced Compression: Explore more sophisticated techniques.
- Ordinal Marketplace Integration: Facilitate efficient inscription processes.
- UI Improvements: Enhance the web interface for a better user experience.
This project is licensed under the MIT License. See the LICENSE file for details.
Thanks to the developers and researchers in whose work inspired MIP (Todo:add reference list)