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6 changes: 6 additions & 0 deletions examples/puzzletron/README.md
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# Puzzletron

For a step-by-step tutorial on the core Puzzletron algorithm, see the [Puzzletron Algorithm Tutorial](`#puzzletron-algorithm-tutorial`) below.
For advanced settings with production-scale models and [AutoModel](https://github.com/NVIDIA-NeMo/Automodel/)-based distributed training, see the [experimental Puzzletron
branch](https://github.com/NVIDIA/Model-Optimizer/tree/puzzletron_v2/examples/puzzletron/README.md).

# Puzzletron Algorithm Tutorial

This tutorial demonstrates how to compress large language models using the puzzletron algorithm based on the [Puzzle paper](https://arxiv.org/abs/2411.19146).
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