Delete app.py

app.py

@@ -1,63 +0,0 @@
-# Necessary imports
-import gradio as gr
-from transformers import pipeline
-
-
-# Load the zero-shot classification model
-classifier = pipeline(
-    "zero-shot-classification", model="MoritzLaurer/ModernBERT-large-zeroshot-v2.0"
-)
-
-
-# Function to perform zero-shot classification
-def ZeroShotTextClassification(text_input, candidate_labels):
-    """
-    Performs zero-shot classification on the given text input using the provided candidate labels.
-
-    Args:
-        - text_input (str): The input text to classify.
-        - candidate_labels (str): A comma-separated string of candidate labels.
-
-    Returns:
-      dict: A dictionary containing the predicted labels as keys and their corresponding scores as values.
-    """
-    # Split the candidate labels
-    labels = [label.strip(" ") for label in candidate_labels.split(",")]
-
-    # Perform zero-shot classification
-    prediction = classifier(text_input, labels)
-
-    return {
-        prediction["labels"][i]: prediction["scores"][i]
-        for i in range(len(prediction["labels"]))
-    }
-
-
-# Examples to display in the interface
-examples = [
-    ["I love to play the guitar", "music, artist, food, travel"],
-    ["I am a software engineer at Google", "technology, engineering, art, science"],
-    ["I am a professional basketball player", "sports, athlete, chef, politics"],
-]
-
-# Title and description and article for the interface
-title = "Zero Shot Text Classification"
-description = "Classify text using zero-shot classification with ModernBERT-large zeroshot model! Provide a text input and a list of candidate labels separated by commas. Read more at the links below."
-article = "<p style='text-align: center'><a href='https://arxiv.org/abs/2412.13663' target='_blank'>Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference</a> | <a href='https://huggingface.co/MoritzLaurer/ModernBERT-large-zeroshot-v2.0' target='_blank'>Model Page</a></p>"
-
-
-# Launch the interface
-demo = gr.Interface(
-    fn=ZeroShotTextClassification,
-    inputs=[gr.Textbox(label="Input"), gr.Textbox(label="Candidate Labels")],
-    outputs=gr.Label(label="Classification"),
-    title=title,
-    description=description,
-    article=article,
-    examples=examples,
-    cache_examples=True,
-    cache_mode="lazy",
-    theme="Soft",
-    flagging_mode="never",
-)
-demo.launch(debug=False)