hybrid transformer
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Optimize Your 8+32+ System with Granite 4.0 Small
Read Full Article: Optimize Your 8+32+ System with Granite 4.0 Small
A ThinkPad P15 with 32GB of RAM and an 8GB Quadro GPU, typically only suitable for 7-8 billion parameter models, can efficiently handle larger tasks using Granite 4.0 Small. This model, a hybrid transformer and mamba, maintains speed as context increases, processing a 50-page document (~50.5k tokens) at approximately 7 tokens per second. This performance makes it a practical choice for users needing to manage large data sets without sacrificing speed. Understanding how to optimize hardware with the right models can significantly enhance productivity and efficiency for users with similar setups.
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