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README.md
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# eldamar-tokenizer
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A tiny, end-to-end pipeline that **learns to invent Middle-earth names**. It cleans a dataset of Tolkien character and place names and trains four tiny from-scratch LLM architectures on it under three tokenisers — a plain character baseline plus character-level **BPE** at vocab 256 and 512 — for **12 models in total** (4 architectures × 3 tokenisers).
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---
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language:
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- en
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tags:
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- tokenizer
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- bpe
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- character-level
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- text-generation
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- tolkien
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- middle-earth
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# eldamar-tokenizer
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A tiny, end-to-end pipeline that **learns to invent Middle-earth names**. It cleans a dataset of Tolkien character and place names and trains four tiny from-scratch LLM architectures on it under three tokenisers — a plain character baseline plus character-level **BPE** at vocab 256 and 512 — for **12 models in total** (4 architectures × 3 tokenisers).
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