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README.md
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license: openrail
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---
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---
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license: openrail
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language:
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- ja
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- zh
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metrics:
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- bleu
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pipeline_tag: translation
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---
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在Tatoeba-Challenge数据集下1epoch的结果
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## 结果
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在评估集上得到如下结果:
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- Loss: 1.3042
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- Bleu: 55.834
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- Gen Len: 17.2465
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## 使用DEMO
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```python
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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model_path = "neverLife/nllb-200-distilled-600M-ja-zh"
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model = AutoModelForSeq2SeqLM.from_pretrained(model_path)
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ja = "ぜんぜん田舎に来た気がしないんだが……。"
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tokenizer = AutoTokenizer.from_pretrained(model_path, src_lang="jpn_Jpan", tgt_lang="zho_Hans")
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input_ids = tokenizer.encode(ja, max_length=128, padding=True, return_tensors='pt')
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outputs = model.generate(input_ids, num_beams=4, max_new_tokens=128)
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print(tokenizer.decode(outputs[0], skip_special_tokens=True))
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```
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## 框架版本
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- Transformers 4.28.1
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- Pytorch 2.0.0+cu117
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- Datasets 2.11.0
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- Tokenizers 0.13.3
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