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README.md
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---
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language:
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- multilingual
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language_details: "NLLB-200 supports 200 languages (see facebook/nllb-200-distilled-600M)"
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license: "cc-by-nc-4.0"
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tags:
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- translation
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- coreml
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- nllb
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- apple
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- ios
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- mlpackage
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- float32
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pipeline_tag: translation
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datasets:
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- flores-200
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base_model: facebook/nllb-200-distilled-600M
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---
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# NLLB-200 Core ML 1024 — FLOAT32 (private snapshot)
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**Private** Hub repo: full **float32** Core ML `mlpackage` tree (encoder + KV decoder init/step), ~**5 GB** on disk. Same layout as local `output/nllb200-coreml-1024`.
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This is a **separate repository** from:
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- Public or other `nllb200-coreml-1024` variants on the Hub
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- [nllb200-coreml-1024-pal8](https://huggingface.co/aoiandroid/nllb200-coreml-1024-pal8) (8-bit weight-only palettized, ~1.3 GB)
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Use **float32** when you need maximum numerical stability; use **pal8** for smaller download and faster inference on tested Mac setups.
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## Base model (official)
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Derived from **[facebook/nllb-200-distilled-600M](https://huggingface.co/facebook/nllb-200-distilled-600M)** — same license and use restrictions as the base model card ([CC-BY-NC-4.0](https://creativecommons.org/licenses/by-nc/4.0/)).
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| Item | Value |
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|------|--------|
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| Max length | 1024 |
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| Packages | `NLLB_Encoder_1024`, `NLLB_Decoder_1024_init`, `NLLB_Decoder_1024_step` + `tokenizer/` + `config.json` |
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## App / model ID
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TranslateBlue: **`nllb200-coreml-1024`** with `NLLBCoreMLTranslationService` (same file names as this repo).
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## License and citation
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Same as [README_nllb200_coreml_1024.md](https://github.com/aoiandroid/TranslateBlue/blob/main/Notebooks/nllb/README_nllb200_coreml_1024.md) and the NLLB paper — cite `facebook/nllb-200-distilled-600M` and NLLB-200.
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