آموزش ساخت یک مولد متن با GPT

import openai

# Set your OpenAI API key
openai.api_key = "YOUR_API_KEY"

# Function to generate text using GPT model
def generate_text(prompt):
    response = openai.Completion.create(
        model="text-davinci-003",  # Specify the GPT model (e.g., text-davinci-003 or gpt-4)
        prompt=prompt,  # Input prompt for text generation
        max_tokens=150,  # Maximum length of generated text
        temperature=0.7,  # Control creativity (0 = more focused, 1 = more creative)
        n=1,  # Number of responses to generate
        stop=None  # Optional stop sequence
    )
    return response.choices[0].text.strip()

# Example usage
if __name__ == "__main__":
    prompt = "Write a short story about an adventure in a forest."
    generated_text = generate_text(prompt)
    print(generated_text)

from transformers import pipeline

# Initialize the text generation pipeline with GPT-2
generator = pipeline("text-generation", model="gpt2")

# Function to generate text
def generate_text(prompt):
    result = generator(
        prompt, 
        max_length=150,  # Maximum length of generated text
        num_return_sequences=1  # Number of generated sequences
    )
    return result[0]["generated_text"]

# Example usage
if __name__ == "__main__":
    prompt = "Write a short story about an adventure in a forest."
    generated_text = generate_text(prompt)
    print(generated_text)