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sangkeun00 authored Jun 7, 2024
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## Introduction
With a few additional lines of code, (traditional) **logging** supports tracking loss, hyperparameters, etc., providing _basic_ insights for users'
AI/ML experiments. But...can we also enable _in-depth understanding of large-scale training data_, the most important ingredient in
AI/ML, with a similar logging interface? Try out LogIX that is built upon our cutting-edge data valuation/attribution research!
AI/ML, with a similar logging interface? Try out LogIX that is built upon our cutting-edge data valuation/attribution research (Support
[Huggingface Transformers](https://github.com/logix-project/logix/tree/main?tab=readme-ov-file#huggingface-integration) and
[PyTorch Lightning](https://github.com/logix-project/logix/tree/main?tab=readme-ov-file#pytorch-lightning-integration) integrations)!

- **PyPI** (Default)
```bash
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