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@@ -21,7 +21,7 @@ Goldfish is a suite of monolingual language models trained for 350 languages.
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  This model is the <b>Egyptian Arabic</b> (Arabic script) model trained on 5MB of data, after accounting for an estimated byte premium of 1.55; content-matched text in Egyptian Arabic takes on average 1.55x as many UTF-8 bytes to encode as English.
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  The Goldfish models are trained primarily for comparability across languages and for low-resource languages; Goldfish performance for high-resource languages is not designed to be comparable with modern large language models (LLMs).
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- Note: arz_arab is an [individual language](https://iso639-3.sil.org/code_tables/639/data) code. It is not contained in any macrolanguage codes contained in Goldfish (for script arab).
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  All training and hyperparameter details are in our paper, [Goldfish: Monolingual Language Models for 350 Languages (Chang et al., 2024)](https://github.com/tylerachang/goldfish/blob/main/goldfish_paper_20240815.pdf).
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  This model is the <b>Egyptian Arabic</b> (Arabic script) model trained on 5MB of data, after accounting for an estimated byte premium of 1.55; content-matched text in Egyptian Arabic takes on average 1.55x as many UTF-8 bytes to encode as English.
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  The Goldfish models are trained primarily for comparability across languages and for low-resource languages; Goldfish performance for high-resource languages is not designed to be comparable with modern large language models (LLMs).
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+ Note: arz_arab is an [individual language](https://iso639-3.sil.org/code_tables/639/data) code. However, you may also want to consider the arb_arab (Standard Arabic) models which are trained on more data.
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  All training and hyperparameter details are in our paper, [Goldfish: Monolingual Language Models for 350 Languages (Chang et al., 2024)](https://github.com/tylerachang/goldfish/blob/main/goldfish_paper_20240815.pdf).
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