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#!/usr/bin/env python
# -*- encoding: utf-8 -*-import os ,sys  
from transformers import pipelinemodel_checkpoint = "Helsinki-NLP/opus-mt-zh-en"
translator = pipeline("translation", model=model_checkpoint)def translate_arr(arr): ret = translator(arr) # print(ret) arr = []for d in ret:arr.append(d['translation_text'])# print(arr) return arr

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模型存储位置：
~/.cache/huggingface/hub/models--Helsinki-NLP--opus-mt-th-en

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查看内容

models--Helsinki-NLP--opus-mt-th-en $ tree
.
├── blobs
│   ├── 04d12b26d23b7fdafb05e6e6b55c0d77eeb5c0553b009d7e8cd5c5027103f05a
│   ├── 1f32eb49d2060249ed6cd1f1cad366e341852b23
│   ├── 4f1f84ae80ee81e09d87f2a2deecf284e2df1648
│   ├── 8ad305d29e9707566ec7bff50d042e2704408660
│   ├── b6177e8516f6f5242a8a6658814a4945366778ab
│   ├── d584343f48cfc150e5f5c6855b683227689f399d
│   └── e755cf32f77dcdf0f19ccb8a8409ac8576459d0e
├── refs
│   └── main
└── snapshots├── 0fff80be1c3f40d6180efd59f566ece956ace689│   ├── config.json -> ../../blobs/e755cf32f77dcdf0f19ccb8a8409ac8576459d0e│   ├── generation_config.json -> ../../blobs/d584343f48cfc150e5f5c6855b683227689f399d│   ├── pytorch_model.bin -> ../../blobs/04d12b26d23b7fdafb05e6e6b55c0d77eeb5c0553b009d7e8cd5c5027103f05a│   ├── source.spm -> ../../blobs/4f1f84ae80ee81e09d87f2a2deecf284e2df1648│   ├── target.spm -> ../../blobs/1f32eb49d2060249ed6cd1f1cad366e341852b23│   ├── tokenizer_config.json -> ../../blobs/8ad305d29e9707566ec7bff50d042e2704408660│   └── vocab.json -> ../../blobs/b6177e8516f6f5242a8a6658814a4945366778ab└── f8ac5635d92074f85ed45730098eca069011d1dd├── pytorch_model.bin -> ../../blobs/04d12b26d23b7fdafb05e6e6b55c0d77eeb5c0553b009d7e8cd5c5027103f05a├── source.spm -> ../../blobs/4f1f84ae80ee81e09d87f2a2deecf284e2df1648├── target.spm -> ../../blobs/1f32eb49d2060249ed6cd1f1cad366e341852b23├── tokenizer_config.json -> ../../blobs/8ad305d29e9707566ec7bff50d042e2704408660└── vocab.json -> ../../blobs/b6177e8516f6f5242a8a6658814a4945366778ab6 directories, 20 files

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