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‎app.py

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from flask import Flask, render_template, request
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from transformers import GPT2LMHeadModel, GPT2Tokenizer, pipeline
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app = Flask(__name__, static_folder='static')
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def generate_text(prompt, max_length):
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generator = pipeline('text-generation', model='gpt2')
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generated_text = generator(prompt, max_length=max_length, num_return_sequences=1, truncation=True)
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return generated_text[0]['generated_text']
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@app.route('/', methods=['GET', 'POST'])
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def home():
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if request.method == 'POST':
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prompt = request.form['prompt']
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max_length = int(request.form['max_length'])
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generated_text = generate_text(prompt, max_length)
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return render_template('index.html', prompt=prompt, generated_text=generated_text)
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return render_template('index.html')
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if __name__ == '__main__':
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app.run(debug=True)

‎requirements.txt

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Flask==2.0.2
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transformers==4.12.0
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torch==1.10.0
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tensorflow==2.7.0
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numpy==1.21.5
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pandas==1.3.5

‎static/css/img/Kaggle_logo.png

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‎static/css/img/fb.png

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‎static/css/img/github.png

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‎static/css/img/instagram.jpg

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‎static/css/img/linkdin.png

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‎static/css/img/signature.png

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‎static/css/styles.css

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body {
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font-family: Arial, sans-serif;
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background-color: #5f93ee;
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}
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.container {
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max-width: 800px;
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margin: 50px auto;
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padding: 20px;
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background-color: #fff;
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border-radius: 5px;
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box-shadow: 0 0 10px rgba(0, 0, 0, 0.1);
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}
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h1 {
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color: #0607f3;
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text-align: center;
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}
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form {
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margin-bottom: 20px;
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}
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label {
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font-weight: bold;
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}
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input[type="text"] {
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width: 100%;
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padding: 10px;
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margin-top: 5px;
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margin-bottom: 10px;
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border-radius: 3px;
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border: 1px solid #ccc;
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}
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button {
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padding: 10px 20px;
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background-color: #16cf19;
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color: #fff;
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border: none;
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border-radius: 3px;
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cursor: pointer;
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}
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button:hover {
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background-color: #0056b3;
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}
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.social-links {
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display: flex;
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justify-content: center;
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margin-top: 20px;
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background-color: #ffffff; /* White background for social links */
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padding: 10px;
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border-radius: 8px;
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}
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.social-links a {
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margin: 0 10px;
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text-decoration: none;
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display: inline-block;
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transition: transform 0.3s ease-in-out;
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}
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.social-links a img {
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width: 30px; /* Adjust the size of the social link logos */
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height: 30px; /* Adjust the size of the social link logos */
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}
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.social-links a:hover {
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transform: scale(1.2);
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}
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.generated-text-container {
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margin-top: 20px;
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border-top: 1px solid #ccc;
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padding-top: 20px;
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background-color: #f9f9f9; /* Background color for generated text */
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border-radius: 3px;
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padding: 10px;
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}
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h2 {
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margin-bottom: 10px;
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color: #333;
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}
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p {
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white-space: pre-wrap;
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font-family: 'Courier New', monospace; /* Font style for generated text */
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}

‎static/images/img.jpg

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‎templates/index.html

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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>GPT-2 Text Generation</title>
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<link rel="stylesheet" type="text/css" href="../static/css/styles.css">
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</head>
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<body style="background-color: #6ea6ec; font-family: 'Segoe UI', sans-serif; text-align: center;">
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<div class="container" style="max-width: 800px; margin: 50px auto; padding: 20px; background-color: #acb676; border-radius: 5px; box-shadow: 0 0 10px rgba(0, 0, 0, 0.1);">
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<h1 style="color: #333; margin-bottom: 20px;">GPT-2 Text Generation</h1>
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<p style="font-size: 16px; margin-bottom: 20px;">Welcome to the GPT-2 Text Generation project! Enter your prompt and choose the maximum length of the generated text to get started.</p>
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<form method="POST" action="/" style="margin-bottom: 20px;">
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<label for="prompt" style="font-weight: bold;">Enter your prompt:</label><br>
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<input type="text" id="prompt" name="prompt" placeholder="Enter Your Text" style="width: 100%; padding: 10px; margin-top: 5px; margin-bottom: 10px; border-radius: 3px; border: 1px solid hsl(66, 20%, 48%);">
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<br>
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<label for="max_length" style="font-weight: bold;">Maximum Length:</label><br>
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<input type="number" id="max_length" name="max_length" min="1" max="1000" value="200" required style="width: 100%; padding: 10px; margin-top: 5px; margin-bottom: 10px; border-radius: 3px; border: 1px solid #ccc;">
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<br>
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<button type="submit" style="padding: 10px 20px; background-color: #51ff00; color: #e89898; border: none; border-radius: 3px; cursor: pointer; transition: background-color 0.3s;">Generate Text</button>
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</form>
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{% if prompt %}
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<div class="generated-text" style="margin-top: 20px; border-top: 1px solid #ccc; padding-top: 20px; text-align: left;">
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<h2 style="color: #333; margin-bottom: 10px;">Generated Text:</h2>
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<p style="white-space: pre-wrap; font-size: 16px; line-height: 1.6;">{{ generated_text }}</p>
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</div>
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{% endif %}
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<div class="social-links">
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<a href="https://www.instagram.com/end_of_night.17j03/" target="_blank">
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<img src="../static/css/img/instagram.jpg" alt="Instagram">
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</a>
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<a href="https://www.facebook.com/nishantraghuwanshi.singh.5" target="_blank">
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<img src="../static/css/img/fb.png" alt="Facebook">
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</a>
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<a href="https://www.linkedin.com/in/nishant-raghuwanshi-1509a724a/" target="_blank">
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<img src="../static/css/img/linkdin.png" alt="LinkedIn">
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</a>
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<a href="https://github.com/Nishant2018" target="_blank">
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<img src="../static/css/img/github.png" alt="GitHub">
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</a>
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<a href="https://www.kaggle.com/endofnight17j03" target="_blank">
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<img src="../static/css/img/Kaggle_logo.png" alt="Kaggle">
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</a>
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</div>
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<div class="footer">
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<p>&copy; 2024 Your Website. All rights reserved. | <a href="/terms">Terms of Use</a> | <a href="/privacy">Privacy Policy</a></p>
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</div>
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<div class="additional-info" style="margin-top: 30px;">
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<h3 style="color: #333; margin-bottom: 10px;">Additional Information</h3>
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<p style="font-size: 14px; line-height: 1.5;">Explore our GPT-2 Text Generation project to generate creative and engaging text based on your prompts. This tool uses advanced natural language processing techniques to produce realistic and coherent text outputs.</p>
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</div>
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</div>
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</body>
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</html>

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