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MAnveer29605/
gpt2-poetry-manveer_3

Name: gpt2-poetry-manveer_3
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GPT-2 Poetry Generator 🪶

This is a fine-tuned version of GPT-2 on a dataset of 500+ poetic lines by William Wordsworth and other classic poets.
The model was trained to generate multiple lines of poetry from a given prompt, emulating poetic rhythm and style.

📚 Dataset

Custom-created poems.txt file containing over 500 poetic lines.
Each line is treated as a standalone poetic expression or part of a longer verse.

🛠️ Training Details

Model: GPT-2
Epochs: 3
Batch size: 2
Gradient Accumulation Steps: 2
Learning rate: 3e-5
Max length: 64 tokens
Tokenizer: GPT-2 (EOS token used as padding)
Platform: Google Colab using Trainer API
Libraries: 🤗 Transformers, Datasets

💡 How to Use

Try the model using Hugging Face’s text-generation pipeline:

python

from transformers import pipeline

generator = pipeline("text-generation", model="MAnveer29605/gpt2-poetry-manveer_2")
output = generator("The stars are shining", max_new_tokens=50, do_sample=True, temperature=0.9)
print(output[0]["generated_text"])
🧠 Model Behavior
The model generates 2–4 poetic lines per prompt when temperature and sampling parameters are tuned (e.g., do_sample=True, top_k=50, temperature=0.9).

👥 Credits
Fine-tuned and built by:

Manveer

Raghav

Nihaal

Varun

AVS

MAnveer29605/gpt2-poetry-manveer_3

GPT-2 Poetry Generator 🪶

📚 Dataset

🛠️ Training Details

💡 How to Use

MAnveer29605/
gpt2-poetry-manveer_3