orzhan commited on
Commit
aa1149a
1 Parent(s): bee1f6a

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +7 -2
app.py CHANGED
@@ -1,15 +1,20 @@
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  import streamlit as st
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  import transformers
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  from transformers import pipeline
 
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  import torch
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  torch.manual_seed(0)
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  model_name = "orzhan/ruroberta-ruatd-binary"
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  @st.cache
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  def load_model(model_name):
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- model = pipeline(task="text-classification",model=model_name)
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- return model
 
 
 
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  model = load_model(model_name)
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  import streamlit as st
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  import transformers
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  from transformers import pipeline
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+ from transformers import AutoTokenizer, AutoModel
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  import torch
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  torch.manual_seed(0)
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+ tokenizer_name = "sberbank-ai/ruRoberta-large"
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  model_name = "orzhan/ruroberta-ruatd-binary"
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  @st.cache
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  def load_model(model_name):
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+ tokenizer=AutoTokenizer.from_pretrained(tokenizer_name)
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+ model = AutoModel.from_pretrained(model_name)
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+
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+ pipeline(task="text-classification",model=model_name)
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+ odel
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  model = load_model(model_name)
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