Update README.md

README.md

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-**OCRonos** is a series of specialized language model for OCR correction trained by PleIAs based on existing open weight and internal LLMs.
+**OCRonos** is a series of specialized language model for OCR correction.
 
-OCRonos models are trained on a highly diverse set of ocrized texts in multiple languages from PleIAs open pre-training corpus, drawn from cultural heritage sources (Common Corpus) and financial and administrative documents in open data (Finance Commons).
+OCRonos models are trained by PleIAs on a highly diverse set of ocrized texts in multiple languages from PleIAs open pre-training corpus, drawn from cultural heritage sources (Common Corpus) and financial and administrative documents in open data (Finance Commons).
 
-This release includes currently a model based on llama-3-8b that has been the most tested to date. Future release will focus on internal model that provide a more effective ratio of generation cost/quality.
+This release currently features a model based on llama-3-8b that has been the most tested to date. Future release will focus on smaller internal models that provides a better ratio of generation cost/quality.
 
 OCRonos is generally faithful to what the original material, provides sensible restitution of deteriorated text and will rarely rewrite correct words.