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tags:
- sentiment
- multilingual
- swift
- deterministic
- chinese
license: apache-2.0
language: zh
---
# SentimentKit deterministic model
---
tags:
- sentiment
- multilingual
- swift
- deterministic
- chinese
license: apache-2.0
language: zh
---
**Languages supported by the deterministic pipeline:**
- Español (es)
- English (en)
- Português (pt)
- Deutsch (de)
- Français (fr)
- 中文简体 (zh)
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.
## Source code and documentation
- Repository: https://github.com/frr149/SentimentKit
- PRD + ADR cover the normalization, multilingual fixtures, and deterministic tests that govern this model.
## Usage
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:)`.
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