Upload 5 files
Browse files- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- spiece.model +3 -0
- tokenizer_config.json +1 -0
- usage.py +15 -0
pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:ab2b0d72d5f8b21f384423cdf208f6b6d289de2654d51d38680f3d366d5806c2
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size 4918522663
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special_tokens_map.json
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{"eos_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>"}
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spiece.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:ef78f86560d809067d12bac6c09f19a462cb3af3f54d2b8acbba26e1433125d6
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size 4309802
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tokenizer_config.json
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{"eos_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>", "extra_ids": 0, "additional_special_tokens": null, "special_tokens_map_file": "/home/patrick/.cache/torch/transformers/685ac0ca8568ec593a48b61b0a3c272beee9bc194a3c7241d15dcadb5f875e53.f76030f3ec1b96a8199b2593390c610e76ca8028ef3d24680000619ffb646276", "tokenizer_file": null, "name_or_path": "google/mt5-large"}
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usage.py
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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model_name="en2fa"
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
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def translate(user_text):
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inputs = tokenizer.encode(user_text, return_tensors="pt")
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translated = model.generate(inputs)
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translated_text = tokenizer.decode(translated[0], skip_special_tokens=True)
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print(translated_text)
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return translated_text
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translate("I am calling from tax office.")
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