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Pretrained Translation model(french to english) for food related data

I am working on a project that involves mapping between two food-related datasets. One dataset is in French, and the other is in English. Both datasets have a “food name” field, but I am not fluent in French and would prefer not to use Google Translate for this task. I have tried translating a few food items manually, but the translations are often inaccurate, as food names can have specific meanings that are not easily translated.