Uan Sholanbayev commited on
Commit
9ef518f
1 Parent(s): a22dbf1

fix path to model

Browse files
Files changed (1) hide show
  1. handler.py +4 -2
handler.py CHANGED
@@ -3,6 +3,8 @@ import numpy as np
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  from transformers import BertTokenizer, BertModel
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  import torch
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  import pickle
 
 
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  def unpickle_obj(filepath):
@@ -15,9 +17,9 @@ def unpickle_obj(filepath):
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  class EndpointHandler():
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  def __init__(self, path=""):
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  self.model = unpickle_obj(path)
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- self.tokenizer = BertTokenizer.from_pretrained('bert-base-uncased')
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  self.device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
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- self.bert = BertModel.from_pretrained('bert-base-uncased').to(self.device)
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  def get_embeddings(self, texts: List[str]):
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  inputs = self.tokenizer(texts, return_tensors='pt', truncation=True,
 
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  from transformers import BertTokenizer, BertModel
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  import torch
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  import pickle
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+ import os
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+
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  def unpickle_obj(filepath):
 
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  class EndpointHandler():
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  def __init__(self, path=""):
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  self.model = unpickle_obj(path)
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+ self.tokenizer = BertTokenizer.from_pretrained(os.getcwd(), local_files_only=True)
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  self.device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
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+ self.bert = BertModel.from_pretrained(os.getcwd()).to(self.device)
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  def get_embeddings(self, texts: List[str]):
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  inputs = self.tokenizer(texts, return_tensors='pt', truncation=True,