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README.md
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**Core-JEPA** is a specialized Earth Observation foundation vision backbone that bridges the gap between scalable self-supervised learning and theoretical rigor. Built on top of the **DINOv3** backbone, this model integrates the **LeJEPA (Lean Joint-Embedding Predictive Architecture)** methodology.
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Unlike standard approaches, Core-JEPA (LeJEPA) is a **mathematical formulation** for self-supervised learning (SSL) that is **Free of Teacher-Student Paradigm** and devoid of complex engineering heuristics.
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> 🚧 **Experimental Status:** This model is currently under active development. Weights and architectures may change as we refine the training objectives.
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**Core-JEPA** is a specialized Earth Observation foundation vision backbone that bridges the gap between scalable self-supervised learning and theoretical rigor. Built on top of the **DINOv3** backbone, this model integrates the **LeJEPA (Lean Joint-Embedding Predictive Architecture)** methodology.
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Unlike standard approaches, Core-JEPA (based on LeJEPA) is a **mathematical formulation** for self-supervised learning (SSL) that is **Free of Teacher-Student Paradigm** and devoid of complex engineering heuristics.
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> 🚧 **Experimental Status:** This model is currently under active development. Weights and architectures may change as we refine the training objectives.
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