README.md

---
title: Nacrith GPU - Neural Lossless Compression via Ensemble Context Modeling and High-Precision CDF Coding
emoji: 🗜️
colorFrom: red
colorTo: gray
sdk: gradio
sdk_version: 5.12.0
app_file: app.py
pinned: true
license: apache-2.0
hardware: zero-a10g
short_description: Lossless compression with LLM + Arithmetic Coding
---

# Nacrith GPU

Advanced lossless compression using a neural language model (SmolLM2-135M) + arithmetic coding.

Supports both **text** (NC01) and **binary** (NC02) compression.

- **Text:** ~15% compression ratio -- 2.5x better than gzip
- **Binary:** Hybrid format -- text regions neural-compressed, binary regions gzip/lzma-compressed

- **Website:** [nacrith.com](https://nacrith.com)
- **GitHub:** [github.com/st4ck/Nacrith-GPU](https://github.com/st4ck/Nacrith-GPU)
- **arXiv:** [arxiv.org/abs/2602.19626](https://arxiv.org/abs/2602.19626)