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Update app.py
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app.py
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@@ -1,7 +1,18 @@
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import gradio as gr
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from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
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gr.
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import gradio as gr
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from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
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model_name = "zaanind/nllb-ensi-v1"
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
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tokenizer.src_lang = "eng_Latn"
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def translate(text):
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inputs = tokenizer(text=text, 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["sin_Sinh"]
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)
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translation = tokenizer.decode(translated_tokens[0], skip_special_tokens=True)
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return translation
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iface = gr.Interface(fn=translate, inputs="text", outputs="text")
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iface.launch()
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