mbabazif
commited on
Commit
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acdfef5
1
Parent(s):
1c790d0
Gradio Aplication
Browse files
app.py
CHANGED
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@@ -1,11 +1,5 @@
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from transformers import
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from transformers import TFAutoModelForSequenceClassification
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from transformers import AutoTokenizer, AutoConfig
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import numpy as np
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import gradio as gr
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from transformers import AutoModelForSequenceClassification, AutoTokenizer
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# Specifying the model path, which points to the Hugging Face Model Hub
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@@ -13,7 +7,6 @@ model_path = f'Mbabazi/cardiffnlp_twitter_roberta_base_sentiment_latest_Nov2023'
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tokenizer = AutoTokenizer.from_pretrained(model_path)
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model = AutoModelForSequenceClassification.from_pretrained(model_path)
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# Function to predict sentiment of a given tweet
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def predict_tweet(tweet):
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# Tokenize the input tweet using the specified tokenizer
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@@ -47,6 +40,6 @@ iface = gr.Interface(
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iface.launch()
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# with gr.Blocks() as demo:
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from transformers import AutoTokenizer
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import gradio as gr
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from transformers import AutoModelForSequenceClassification, AutoTokenizer
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# Specifying the model path, which points to the Hugging Face Model Hub
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tokenizer = AutoTokenizer.from_pretrained(model_path)
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model = AutoModelForSequenceClassification.from_pretrained(model_path)
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# Function to predict sentiment of a given tweet
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def predict_tweet(tweet):
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# Tokenize the input tweet using the specified tokenizer
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)
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iface.launch(share=True)
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# with gr.Blocks() as demo:
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