mipra commited on
Commit
20a7eb4
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1 Parent(s): 73aab01

Update app.py

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Files changed (1) hide show
  1. app.py +20 -2
app.py CHANGED
@@ -1,7 +1,25 @@
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  import gradio as gr
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- def greet(name):
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- return "Hello " + name + "!!"
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  iface = gr.Interface(fn=greet, inputs="text", outputs="text")
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  iface.launch()
 
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  import gradio as gr
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+ from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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+
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+ def translate(text):
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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(
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+ inputs, max_length=128, num_beams=None, early_stopping=True)
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+
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+ translated = tokenizer.decode(outputs[0]).replace('<pad>',"").strip().lower()
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+
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+ return translated
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+
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+
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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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+
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+
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+
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+
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+ # due to covid, we have reduced our debt interest
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  iface = gr.Interface(fn=greet, inputs="text", outputs="text")
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  iface.launch()