Update sentment.py
Browse files- sentment.py +1 -20
sentment.py
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@@ -7,10 +7,6 @@ Original file is located at
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https://colab.research.google.com/drive/1ivaq7Q88JAMMQT4pr7ms9q6ZxAR4niVn
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"""
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!pip install transformers
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!pip install gradio
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import gradio as gr
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from transformers import pipeline
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@@ -32,19 +28,4 @@ iface = gr.Interface(
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# Launch the interface
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iface.launch()
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import torch
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from transformers import DistilBertTokenizer, DistilBertForSequenceClassification
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tokenizer = DistilBertTokenizer.from_pretrained("distilbert-base-uncased-finetuned-sst-2-english")
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model = DistilBertForSequenceClassification.from_pretrained("distilbert-base-uncased-finetuned-sst-2-english")
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inputs = tokenizer("my friend is no more i am sad", return_tensors="pt")
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with torch.no_grad():
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logits = model(**inputs).logits
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predicted_class_id = logits.argmax().item()
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model.config.id2label[predicted_class_id]
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!git clone https://huggingface.co/spaces/Priyanhsu/Sentiment_analysis
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https://colab.research.google.com/drive/1ivaq7Q88JAMMQT4pr7ms9q6ZxAR4niVn
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"""
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import gradio as gr
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from transformers import pipeline
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)
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# Launch the interface
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iface.launch()
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