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+ # SentimentKit deterministic model
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+ **Languages supported by the deterministic pipeline:**
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+ - Español (es)
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+ - English (en)
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+ - Português (pt)
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+ - Deutsch (de)
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+ - Français (fr)
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+ - 中文简体 (zh)
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+ This Hugging Face model repo mirrors the deterministic coverage of SentimentKit. It contains the quantized DistilBERT artifacts and metadata for the optional Stage 4 scorer.
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+ ## Source code and documentation
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+ - Repository: https://github.com/frr149/SentimentKit
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+ - PRD + ADR cover the normalization, multilingual fixtures, and deterministic tests that govern this model.
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+ ## Usage
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+ Instructions for downloading and validating the `.mlpackage` are stored in `Tools/CoreMLConversion` inside the GitHub repo. Use the provided script to verify the download checksum and load it via `SentimentConfig(coreMLModelURL:)`.