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huangjinghua
commited on
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3636d87
1
Parent(s):
8d97f2d
init
Browse files
app.py
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import gradio as gr
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# https://huggingface.co/spaces/kumshing/chinese-to-other
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import gradio as gr
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# Load model directly
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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def chineseToOther(name, lang = "en"):
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tokenizer = AutoTokenizer.from_pretrained("facebook/m2m100_418M")
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model = AutoModelForSeq2SeqLM.from_pretrained("facebook/m2m100_418M")
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okenizer.src_lang = "zh"
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encoded_zh = tokenizer(chinese_text, return_tensors="pt")
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generated_tokens = model.generate(**encoded_zh, forced_bos_token_id=tokenizer.get_lang_id(lang))
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translated_text = tokenizer.batch_decode(generated_tokens, skip_special_tokens=True)
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return translated_text
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demo = gr.Interface(fn=chineseToOther, inputs="text", outputs="text")
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demo.launch()
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