Nvidia researchers developed dynamic memory sparsification (DMS), a technique that compresses the KV cache in large language models by up to 8x while maintaining reasoning accuracy — and it can be ...
Abstract: To achieve high speed and efficiency in digital data processing, it is important to choose the right computing resources. It is known that specialized digital signal processors and graphics ...
Abstract: Important modern applications such as machine learning, deep learning, graph processing, databases (and many others) are memory-bound. This creates a bottleneck caused by the movement of ...
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