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- ## 🧭 Overview
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- OpenWAM is an modular, open-source framework for **World-Action Modeling**. From infrastructure, through controlled empirical study, to a pretrained model, we provide an empirical recipe for building highly-performant WAMs. This project is organized into three parts:
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- | 🧱 | **OpenWAM-Infra** | **A Modular Infrastructure for World Action Modeling.** |
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- |:--:|:------:|:----:|
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- | 🔬 | **OpenWAM-Study** | **A Systematic Study of the Design Principles of WAMs.** |
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- | 🚀 | **OpenWAM-Alpha** | **From Principles to Models: An Empirical Recipe for Pretraining WAMs.** |
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- ---
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  ## 📦 Huggingface Collections
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  - 🔬 [`OpenWAM-Study`](https://huggingface.co/collections/OpenWAM/openwam-study) Public Release of checkpoints from our controlled study on WAM design principles.
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  - 🚀 [`OpenWAM-Alpha`](https://huggingface.co/collections/YOUR-ORG/openwam-alpha) Public Release of our pretrained checkpoint (**OpenWAM-Alpha**), plus finetuned variants across a range of downstream benchmarks.
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- ---
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- ## 📄 Citation
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- If you find OpenWAM useful in your research, please consider citing:
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- ```bibtex
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- TBD
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- ```
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- ---
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- <div align="center">
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- **Questions or feedback?** Open an issue on [GitHub](https://github.com/knightnemo/OpenWAM) or start a discussion on any model repo.
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- </div>
 
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  ## 📦 Huggingface Collections
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  - 🔬 [`OpenWAM-Study`](https://huggingface.co/collections/OpenWAM/openwam-study) Public Release of checkpoints from our controlled study on WAM design principles.
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  - 🚀 [`OpenWAM-Alpha`](https://huggingface.co/collections/YOUR-ORG/openwam-alpha) Public Release of our pretrained checkpoint (**OpenWAM-Alpha**), plus finetuned variants across a range of downstream benchmarks.