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- **OCRonos-Vintage** is a small specialized pre-trained model for OCR correction of cultural heritage archives.
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  OCRonos-Vintage is only 124 million parameters. It can run easily on CPU or provide correction at scale on GPUs (>10k tokens/seconds) while providing a quality of correction comparable to GPT-4 or the llama version of OCRonos for English-speaking cultural archives.
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+ **OCRonos-Vintage** is a small specialized model for OCR correction of cultural heritage archives pre-trained with llm.c.
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  OCRonos-Vintage is only 124 million parameters. It can run easily on CPU or provide correction at scale on GPUs (>10k tokens/seconds) while providing a quality of correction comparable to GPT-4 or the llama version of OCRonos for English-speaking cultural archives.
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