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3d99fbb
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Parent(s):
16f7e5e
Create app.py
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app.py
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import gradio as gr
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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tokenizer = AutoTokenizer.from_pretrained("salesken/translation-hi-en")
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model = AutoModelForSeq2SeqLM.from_pretrained("salesken/translation-hi-en")
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def greet(name):
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hin_snippet = name
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inputs = tokenizer.encode(
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hin_snippet, return_tensors="pt",padding=True,max_length=512,truncation=True)
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outputs = model. Generate(inputs, max_length=128, num_beams=None, early_stopping=True)
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translated = tokenizer. Decode(outputs[0]).replace('<pad>',"").strip().lower()
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return translated
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iface = gr.Interface(fn=greet, inputs="text", outputs="text")
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iface.launch()
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