MattBoraske
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README.md
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pipeline_tag: translation
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---
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This is a base BART model fine-tuned for English to German translation.
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pipeline_tag: translation
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---
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This is a base BART model fine-tuned for English to German translation.
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## Usage
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```python
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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# Load model and tokenizer
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tokenizer = AutoTokenizer.from_pretrained("MattBoraske/BART_De-En_Translation")
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model = AutoModelForSeq2SeqLM.from_pretrained("MattBoraske/BART_De-En_Translation")
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# Sample English sentence
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sentence = "Good morning! How are you?"
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# Translate English to Deutsch (German)
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inputs = tokenizer.encode(sentence, return_tensors="pt")
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outputs = model.generate(inputs, max_length=40, num_beams=4, early_stopping=True)
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translated_sentence = tokenizer.decode(outputs[0], skip_special_tokens=True)
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print(translated_sentence)
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```
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