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  1. README.md +1 -0
  2. app.py +6 -3
README.md CHANGED
@@ -83,6 +83,7 @@ print(f"Predicted label: {predicted_label}")
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  ## IMDb Sentiment Analyzer - Gradio App
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  This repository contains a Gradio application for sentiment analysis of IMDb movie reviews.
 
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  It uses a fine-tuned ModernBERT model hosted on Hugging Face.
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  **Space Link:** [voxmenthe/imdb-sentiment-demo](https://huggingface.co/spaces/voxmenthe/imdb-sentiment-demo)
 
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  ## IMDb Sentiment Analyzer - Gradio App
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  This repository contains a Gradio application for sentiment analysis of IMDb movie reviews.
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+ It is hosted on Hugging Face Spaces at [voxmenthe/imdb-sentiment-demo](https://huggingface.co/spaces/voxmenthe/imdb-sentiment-demo).
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  It uses a fine-tuned ModernBERT model hosted on Hugging Face.
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  **Space Link:** [voxmenthe/imdb-sentiment-demo](https://huggingface.co/spaces/voxmenthe/imdb-sentiment-demo)
app.py CHANGED
@@ -151,7 +151,7 @@ with gr.Blocks() as demo:
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  ["This movie was absolutely fantastic! The acting was superb and the plot was gripping."],
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  ["I was really disappointed with this film. It was boring and the story made no sense."],
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  ["An average movie, had some good parts but overall quite forgettable."],
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- ["Wow so I don't think I've ever seen a movie quite like that. The plot was... interesting, and the acting was, well, hmm."]
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  ],
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  inputs=input_textbox
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  )
@@ -159,8 +159,11 @@ with gr.Blocks() as demo:
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  with gr.Accordion("Advanced: Full Model Evaluation on IMDB Test Set", open=False):
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  gr.Markdown(
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  """**WARNING!** Clicking the button below will run the sentiment analysis model on the **entire IMDB test dataset (25,000 reviews)**. "
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- "This is a computationally intensive process and will take a considerable amount of time (potentially **10-20 minutes or more** depending on the hardware "
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- "of the Hugging Face Space or machine running this app). The application might appear unresponsive during this period. "
 
 
 
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  "Progress messages will be shown below."""
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  )
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  run_eval_button = gr.Button("Run Full Evaluation on IMDB Test Set")
 
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  ["This movie was absolutely fantastic! The acting was superb and the plot was gripping."],
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  ["I was really disappointed with this film. It was boring and the story made no sense."],
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  ["An average movie, had some good parts but overall quite forgettable."],
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+ ["While the plot was predictable, the acting was solid and the plot was engaging. Overall it was watchable"]
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  ],
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  inputs=input_textbox
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  )
 
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  with gr.Accordion("Advanced: Full Model Evaluation on IMDB Test Set", open=False):
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  gr.Markdown(
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  """**WARNING!** Clicking the button below will run the sentiment analysis model on the **entire IMDB test dataset (25,000 reviews)**. "
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+
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+ "This is computationally intensive process and will take a long time (potentially **20 minutes or more** depending on the hardware of the Hugging Face Space or machine running this app). It may not even run unless the hardware is upgraded. "
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+
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+ "The application might appear unresponsive during this period. "
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+
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  "Progress messages will be shown below."""
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  )
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  run_eval_button = gr.Button("Run Full Evaluation on IMDB Test Set")