| # shorif-textgen-basic |
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| ## Overview |
| shorif-textgen-basic is a small-scale text generation model intended for learning, experimentation, and low-resource environments. |
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| ## Model Architecture |
| The model is based on a reduced GPT-2 style transformer with 4 decoder layers and smaller embedding dimensions. |
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| ## Intended Use |
| - Text generation demos |
| - Educational projects |
| - Prototyping conversational systems |
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| ## Limitations |
| - Generates short and simple text |
| - Not aligned for safety-critical applications |
| - Limited factual accuracy |
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| ## Example Code |
| ```python |
| from transformers import pipeline |
| generator = pipeline("text-generation", model="shorif-textgen-basic") |
| generator("Once upon a time", max_length=50) |
| |
