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