shorif-textgen-basic

Overview

shorif-textgen-basic is a small-scale text generation model intended for learning, experimentation, and low-resource environments.

Model Architecture

The model is based on a reduced GPT-2 style transformer with 4 decoder layers and smaller embedding dimensions.

Intended Use

• Text generation demos
• Educational projects
• Prototyping conversational systems

Limitations

• Generates short and simple text
• Not aligned for safety-critical applications
• Limited factual accuracy

Example Code

from transformers import pipeline
generator = pipeline("text-generation", model="shorif-textgen-basic")
generator("Once upon a time", max_length=50)