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nllb-200-distilled-600M-ja-zh
neverLife/nllb-200-distilled-600M-ja-zh
nllb-200-distilled-600M-ja-zh is a translation model from neverLife. Use it when you need text moved from one language to another. It is set up for transformers.
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Repo size
5 GB
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9
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.bin2.5 GB · 99%
At a glance
- Task
- Translation
- Library
- transformers
- Model type
- m2m_100
- Access
- Public
- Created
- May 15, 2023
- Updated
- May 30, 2023
- SHA
- 92d01535
Model card
From the Hugging Face model README
在1epoch的结果
结果
在评估集上得到如下结果:
- Loss: 1.3042
- Bleu: 55.834
- Gen Len: 17.2465
使用DEMO
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
model_path = "neverLife/nllb-200-distilled-600M-ja-zh"
model = AutoModelForSeq2SeqLM.from_pretrained(model_path)
ja = "ぜんぜん田舎に来た気がしないんだが……。"
tokenizer = AutoTokenizer.from_pretrained(model_path, src_lang="jpn_Jpan", tgt_lang="zho_Hans")
input_ids = tokenizer.encode(ja, max_length=128, padding=True, return_tensors='pt')
outputs = model.generate(input_ids, num_beams=4, max_new_tokens=128)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))
框架版本
- Transformers 4.28.1
- Pytorch 2.0.0+cu117
- Datasets 2.11.0
- Tokenizers 0.13.3
- Task
- Translation
- Library
- transformers
- Type
- m2m_100
- Languages
- ja, zh
- Created
- May 15, 2023
- Updated
- May 30, 2023