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| title: README |
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| # Welcome to Epochly 🚀 |
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| **Epochly** is a high-performance cloud GPU infrastructure designed to bridge the gap between local development and enterprise-grade training. We eliminate the "Boilerplate Tax" of MLOps by providing a zero-config, 1-click supervisor for AI developers. |
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| ## Our Infrastructure |
| We leverage next-generation hardware to ensure your models train without bottlenecks: |
| * **NVIDIA Blackwell GB10 Clusters:** Featuring 1 PetaFLOP of AI performance (FP4). |
| * **128GB Unified Memory:** Coherent memory space shared between CPU and GPU for ultra-fast model loading and zero PCIe bottlenecks. |
| * **Optimized Environments:** Every job runs in a hardened container pre-installed with PyTorch 2.5+, Transformers 4.40+, and CUDA 12.4. |
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| ## Why Epochly? |
| * **Zero-Config Offloading:** Just upload your script. Our AST-driven parser auto-detects and installs your dependencies in seconds. |
| * **Hardened Anti-OOM Engineering:** 8GB pre-allocated shared memory (shm) and swap-locking to prevent `DataLoader` crashes and "slow-death" OOMs. |
| * **Instant Cold Start:** Go from upload to training in ~10 seconds, compared to ~73 minutes for manual cloud setups. |
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| ## Free Public Beta |
| We are currently offering **Free Access** to our Blackwell clusters. We are looking for brutal technical feedback from the developer community to help us stress-test our orchestration and stability. |
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| [ Get Started for Free at Epochly.co](https://www.epochly.co/) |
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| Follow our journey on [X/Twitter](https://x.com/EpochlyCo) |
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