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wtarit
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Parent(s):
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First POC
Browse files- app.py +18 -0
- requirements.txt +2 -0
app.py
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import gradio as gr
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from transformers import AutoModelForSeq2SeqLM, NllbTokenizerFast
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model_repo = "wtarit/nllb-600M-th-en"
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model = AutoModelForSeq2SeqLM.from_pretrained(model_repo)
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tokenizer = NllbTokenizerFast.from_pretrained(model_repo, src_lang="tha_Thai", tgt_lang="eng_Latn")
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def translate(name):
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inputs = tokenizer(name, return_tensors="pt")
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translated_tokens = model.generate(
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**inputs, forced_bos_token_id=tokenizer.lang_code_to_id["eng_Latn"], max_length=64
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)
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return tokenizer.batch_decode(translated_tokens, skip_special_tokens=True)[0]
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demo = gr.Interface(fn=translate, inputs="text", outputs="text")
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demo.launch()
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requirements.txt
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torch
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transformers
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