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README.md
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@@ -24,6 +24,8 @@ This repository provides **Model_1024_BIT (335M)** — an **ablation model** fro
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[📚 Paper (Growing Transformers: Modular Composition and Layer-wise Expansion on a Frozen Substrate)](https://huggingface.co/papers/2507.07129) -
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This checkpoint is designed to test whether Transformer LMs can learn strong internal semantic structure even when the input embedding space is **frozen**, **non-semantic**, and **random**.
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[📚 Paper (Growing Transformers: Modular Composition and Layer-wise Expansion on a Frozen Substrate)](https://huggingface.co/papers/2507.07129) -
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[📚 Blog Article](https://huggingface.co/blog/Bochkov/emergent-semantics-beyond-token-embeddings)
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This checkpoint is designed to test whether Transformer LMs can learn strong internal semantic structure even when the input embedding space is **frozen**, **non-semantic**, and **random**.
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