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- Edit this `README.md` markdown file to author your organization card.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # Covenant AI
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+ > Building the world's first end-to-end decentralized AI stack through three integrated Bittensor subnets: **Templar** (training), **Basilica** (compute), and **Grail** (post-training).
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+ We're making foundation model development accessible beyond centralized infrastructure.
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+ **Website:** https://covenant.tech
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+ **Twitter:** [@covenant_ai](https://x.com/covenant_ai)
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+ **GitHub:** [covenant-labs](https://github.com/covenant-labs)
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+ ---
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+ ## Latest Research
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+ **Heterogeneous Low-Bandwidth Pre-Training of LLMs** (2026)
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+ Enabling foundation model training across heterogeneous infrastructure with selective compression strategies.
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+ [arXiv:2601.02360](https://arxiv.org/abs/2601.02360)
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+ ---
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+ ## The Orders
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+ **Templar (SN3)** - Decentralized foundation model training
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+ **Basilica (SN39)** - Decentralized compute platform
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+ **Grail (SN81)** - Post-training and reinforcement learning