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If you can split it up into small chunks, maybe apfel.franzai.com can be useful. Otherwise for larger local models I use pi.dev as an agent and oMLX.ai for the model server.
apfel.franzai.comapfel - Your Mac Already Has AIYour Mac already has AI. Apple ships a language model with macOS -apfel unlocks it with one brew install. No downloads, no API keys, no config. The fastest path to local AI.
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Oh yeah, just saw translate.franzai.com which also uses the build in macOS model.
translate.franzai.comtranslate - Apple Translation from your terminalUNIX filter + drop-in HTTP server for DeepL, LibreTranslate, and Google v2. 100% on-device, no cloud, no API keys.
Someone just made a CLI using the underlying Foundations framework for translating complete string catalogs. Maybe try this. github.com/JoshuaSulliv...
github.comGitHub - JoshuaSullivan/local-localizer: A command line app that uses Apple Intelligence to translate strings files.A command line app that uses Apple Intelligence to translate strings files. - JoshuaSullivan/local-localizer
I tried Ollama with Gemma 4 but I switched to LM Studio with Gemma 4. I enjoy the UI most. So far I tried to translate the whole JSON into a given language but it’s not providing good results notably because the format is not totally respected. I’ll split and try an API approach w/ individual calls.