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381e102
1
Parent(s):
11a27f6
Update app.py
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app.py
CHANGED
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@@ -1,5 +1,6 @@
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import pickle
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import gradio as gr
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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from transformers import BertTokenizer, BertForSequenceClassification, pipeline, AutoTokenizer, AutoModelForSequenceClassification, TextClassificationPipeline, AutoModelForSeq2SeqLM, AutoModel, RobertaModel, RobertaTokenizer
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from sentence_transformers import SentenceTransformer
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@@ -10,7 +11,7 @@ from fin_readability_sustainability import BERTClass, do_predict
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tokenizer_read = BertTokenizer.from_pretrained('ProsusAI/finbert')
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model_read = BERTClass(2, "readability")
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model_read.to(device)
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model_read.load_state_dict(torch.load('readability_model.bin', map_location=device)['model_state_dict'])
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import pickle
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import gradio as gr
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import torch
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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from transformers import BertTokenizer, BertForSequenceClassification, pipeline, AutoTokenizer, AutoModelForSequenceClassification, TextClassificationPipeline, AutoModelForSeq2SeqLM, AutoModel, RobertaModel, RobertaTokenizer
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from sentence_transformers import SentenceTransformer
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tokenizer_read = BertTokenizer.from_pretrained('ProsusAI/finbert')
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device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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model_read = BERTClass(2, "readability")
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model_read.to(device)
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model_read.load_state_dict(torch.load('readability_model.bin', map_location=device)['model_state_dict'])
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