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abdulmatinomotoso
commited on
Commit
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2ba4fe2
1
Parent(s):
a5e9ce3
Update app.py
Browse files
app.py
CHANGED
@@ -4,14 +4,14 @@ import torch
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import gradio as gr
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labels = ['sadness', 'joy','love', 'anger','fear', 'surprise']
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device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
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model_name = "abdulmatinomotoso/emotion_detection_finetuned_distilbert"
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model = AutoModelForSequenceClassification.from_pretrained(model_name)
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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def get_emotion(text):
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input_tensor = tokenizer.encode(text, return_tensors="pt")
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logits = model(input_tensor).logits
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softmax = torch.nn.Softmax(dim=1)
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import gradio as gr
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labels = ['sadness', 'joy','love', 'anger','fear', 'surprise']
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#device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
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model_name = "abdulmatinomotoso/emotion_detection_finetuned_distilbert"
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model = AutoModelForSequenceClassification.from_pretrained(model_name)
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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def get_emotion(text):
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input_tensor = tokenizer.encode(text, return_tensors="pt")
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logits = model(input_tensor).logits
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softmax = torch.nn.Softmax(dim=1)
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