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Follow-up to my TranslateGemma-12b benchmark post: human reviewers flagged 71% of the segments automated metrics rated clean

A couple of weeks ago I shared the results of a benchmark here showing TranslateGemma-12b beating frontier general models (Claude Sonnet, GPT-5.4, DeepSeek, Gemini Flash Lite) on subtitle translation across 6 languages.

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