CoolFace
Apppublic

AishMe/sentence-completion-124m-gpt2

sourceHugging Faceapache-2.0updated 7mo agoView on Hugging Face
1likes
App README

🧩 GPT-2 Sentence Completor

From-scratch GPT-2 implementation (124M parameters) with OpenAI pretrained weights!

✨ Features

  • —✅ Interactive sentence completion
  • —🎛️ Live controls: Temperature (creativity) + Top-K (vocabulary)
  • —🎲 Random fun examples button
  • —🚀 Real-time generation
  • —🎨 Simple UI

🎮 How to Use

  1. 1.Type a partial sentence (or click example)
  2. 2.Adjust Temperature (low=focused, high=wild) & Top-K (low=safe, high=diverse)
  3. 3.Click Complete → Watch GPT-2 finish your sentence!

🧠 Generation Parameters

ParameterEffect
Temperature0.0 = Predictable<br>1.0 = Balanced<br>2.0+ = Creative chaos
Top-K5 = Safe words<br>50+ = Wild vocabulary

🎯 Fun Examples

  • —"The weather today is" ➜ "sunny and warm"
  • —"My cat woke me up by" ➜ "jumping on my face!"
  • —"In a world where cats rule" ➜ "the humans serve tuna"

🔧 Tech Stack

From-scratch GPT-2 (124M params)

OpenAI pretrained weights

Gradio UI

Tiktoken tokenizer

PyTorch + TensorFlow (weights conversion)

👨‍💻 Code Structure

├── app.py (Gradio UI + controls)

├── models.py (GPT-2 architecture + weights loading)

├── utils.py (Helper functions)

├── examples.py (20+ fun prompts)

├── style.css (Stying on top of Gradio UI)

└── requirements.txt

└── full_code.ipynb (Entire code in python notebook)

⚙️ Hardware

  • —CPU Basic (16GB RAM) - Perfect for 124M model
  • —First load: ~30s (downloads 500MB weights)
  • —Inference: <2s per completion

Built with ❤️ by [AishMe](https://huggingface.co/AishMe)

👩🏻‍💻 View model code • ⭐ Star this Space