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README.md

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+---
+license: apache-2.0
+tags:
+- translation
+- opus-mt
+- ctranslate2
+- quantized
+language:
+- multilingual
+pipeline_tag: translation
+---
+
+# opus-mt-uk-de-ctranslate2-android
+
+This is a quantized INT8 version of `Helsinki-NLP/opus-mt-uk-de` converted to CTranslate2 format for efficient inference.
+
+## Model Details
+
+- **Original Model**: Helsinki-NLP/opus-mt-uk-de
+- **Format**: CTranslate2
+- **Quantization**: INT8
+- **Framework**: OPUS-MT
+- **Converted by**: Automated conversion pipeline
+
+## Usage
+
+### With CTranslate2
+
+```python
+import ctranslate2
+import sentencepiece as spm
+
+# Load the model
+translator = ctranslate2.Translator("path/to/model")
+
+# Load tokenizers
+sp_source = spm.SentencePieceProcessor(model_file="source.spm")
+sp_target = spm.SentencePieceProcessor(model_file="target.spm")
+
+# Translate
+source_tokens = sp_source.encode("Your text here", out_type=str)
+results = translator.translate_batch([source_tokens])
+translation = sp_target.decode(results[0].hypotheses[0])
+```
+
+## Performance
+
+This INT8 quantized version provides:
+- ~75% reduction in model size
+- Faster inference speed
+- Maintained translation quality
+- Mobile-friendly deployment
+
+## Original Model
+
+Based on the OPUS-MT project: https://github.com/Helsinki-NLP/Opus-MT