Sultannn commited on
Commit
8687f86
·
1 Parent(s): 89cf0bb

Update app.py

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Files changed (1) hide show
  1. app.py +7 -7
app.py CHANGED
@@ -1,14 +1,14 @@
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  #MBART FINE TUNE
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- import os
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- os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'
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  import gradio as gr
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- import tensorflow as tf
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- import torch
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  import sentencepiece
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- from transformers import MBartTokenizer, TFMBartForConditionalGeneration
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  def run_model(input_text,
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  min_length,
@@ -16,13 +16,13 @@ def run_model(input_text,
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  length_penalty):
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  #MBART Transformer
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- mbart_model = TFMBartForConditionalGeneration.from_pretrained("facebook/mbart-large-50",from_pt=True)
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  mbart_tokenizer = MBartTokenizer.from_pretrained("facebook/mbart-large-50")
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  #encode input to vector
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  input_text = str(input_text)
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  input_text = ' '.join(input_text.split()) # hapus white space
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- input_tokenized = mbart_tokenizer.encode(input_text, return_tensors='tf')
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  #generate input
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  summary_ids = mbart_model.generate(input_tokenized,
 
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  #MBART FINE TUNE
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+ #import os
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+ #os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'
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  import gradio as gr
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+ #import tensorflow as tf
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+ #import torch
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  import sentencepiece
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+ from transformers import MBartTokenizer, MBartForConditionalGeneration
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  def run_model(input_text,
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  min_length,
 
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  length_penalty):
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  #MBART Transformer
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+ mbart_model = MBartForConditionalGeneration.from_pretrained("facebook/mbart-large-50")#,from_pt=True)
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  mbart_tokenizer = MBartTokenizer.from_pretrained("facebook/mbart-large-50")
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  #encode input to vector
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  input_text = str(input_text)
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  input_text = ' '.join(input_text.split()) # hapus white space
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+ input_tokenized = mbart_tokenizer.encode(input_text, return_tensors='np')
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  #generate input
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  summary_ids = mbart_model.generate(input_tokenized,