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Update app.py
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app.py
CHANGED
@@ -3,7 +3,7 @@ from transformers import BertConfig, BertForSequenceClassification, AutoTokenize
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from safetensors import safe_open
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import torch
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config_path = "modelbert2/config.json"
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config = BertConfig.from_json_file(config_path)
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model = BertForSequenceClassification(config)
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@@ -12,11 +12,11 @@ model_path = "modelbert2"
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model = BertForSequenceClassification.from_pretrained(model_path)
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tokenizer = AutoTokenizer.from_pretrained(model_path)
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tokenizer = AutoTokenizer.from_pretrained("modelbert2/")
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# Load the label encoder
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import pickle
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with open('label_encoder.pkl', 'rb') as file:
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label_encoder = pickle.load(file)
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def predict(text):
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@@ -31,9 +31,9 @@ def predict(text):
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# Define the markdown text with bullet points
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markdown_text = """
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- Input one budget line per time.
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- Accuracy of the model is
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"""
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# Define the interface
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from safetensors import safe_open
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import torch
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config_path = "peterkros/cofogv1-bert/modelbert2/config.json"
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config = BertConfig.from_json_file(config_path)
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model = BertForSequenceClassification(config)
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model = BertForSequenceClassification.from_pretrained(model_path)
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tokenizer = AutoTokenizer.from_pretrained(model_path)
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tokenizer = AutoTokenizer.from_pretrained("peterkros/cofogv1-bert/modelbert2/")
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# Load the label encoder
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import pickle
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with open('peterkros/cofogv1-bert/label_encoder.pkl', 'rb') as file:
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label_encoder = pickle.load(file)
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def predict(text):
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# Define the markdown text with bullet points
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markdown_text = """
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- Trainied with ~1500 rows of data on bert-base-uncased 110M, English
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- Input one budget line per time.
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- Accuracy of the model is ~72%.
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"""
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# Define the interface
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