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title: README
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# AI Explorer Club

A community of people learning AI by **building it, running it and testing it honestly**: open models, self-hosted
tools, and evaluations that report where things fail as well as where they work.

### What we care about
- 🛠️ **Hands-on:** fine-tune, run and ship real models, not just read about them.
- 🖥️ **Runs on our own machines:** open weights and self-hosted tools wherever possible.
- 📏 **Honest evaluation:** fix the test before the run, keep a sealed holdout, compare against simple baselines,
  and publish the losses too.
- 🤝 **Open by default:** share code, models and lessons under permissive licences.

### From our members
- **[IndiaVol](https://huggingface.co/chelvaser/indiavol-chronos2)** by [chelvaser](https://huggingface.co/chelvaser):
  an open realized-volatility forecaster for NSE indices and F&O stocks. Chronos-2 fine-tune, pre-registered and
  tested on a sealed 2025–26 holdout, where it beats the classic HAR model on all five indices.
  [Code](https://github.com/chelvadataer/india-vol) ·
  [Collection](https://huggingface.co/collections/chelvaser/indiavol-indian-market-volatility-6adcb934c47f3254119790e4)

### Join in
Members can publish models, datasets and Spaces under this organisation. Got a project you're proud of, or one that
failed in an interesting way? Share it here.