zaanind commited on
Commit
9a16da8
1 Parent(s): 649708f

Update app.py

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Files changed (1) hide show
  1. app.py +13 -2
app.py CHANGED
@@ -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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- 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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- gr.load("models/zaanind/nllb-ensi-v1").launch()
 
 
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  import gradio as gr
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  from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
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+
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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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+
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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()