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