Complex chips need coherent and non-coherent sub-NoCs to ensure efficient data paths. Correct hierarchy is essential.

SK hynix anticipates that demand for high-bandwidth memory will outpace supply for at least the next three years, as the ...

Changing the Cache Sharing Level for a Client Workflow To set the cache sharing in a client workflow, add an instance of the xref:System.ServiceModel.Activities.SendMessageChannelCache class as an ...

In this tutorial, we take a detailed, practical approach to exploring NVIDIA’s KVPress and understanding how it can make long-context language model inference more efficient. We begin by setting up ...

According to DeepLearningAI on Twitter, a new course titled Efficient Inference with SGLang: Text and Image Generation is now live, focusing on cutting LLM inference costs by eliminating redundant ...

TL;DR: Google developed three AI compression algorithms-TurboQuant, PolarQuant, and Quantized Johnson-Lindenstrauss-that reduce large language models' KV cache memory by at least six times without ...

Running a 70-billion-parameter large language model for 512 concurrent users can consume 512 GB of cache memory alone, nearly four times the memory needed for the model weights themselves. Google on ...

Google published a research blog post on Tuesday about a new compression algorithm for AI models. Within hours, memory stocks were falling. Micron dropped 3 per cent, Western Digital lost 4.7 per cent ...

If you’re a new fan of Memory of a Killer, or if you’re planning to be one soon, one of the first things you might want to know is just how long the ride will be. Whether you’re a binge-watcher or a ...

Nvidia researchers have introduced a new technique that dramatically reduces how much memory large language models need to track conversation history — by as much as 20x — without modifying the model ...

Enterprise AI applications that handle large documents or long-horizon tasks face a severe memory bottleneck. As the context grows longer, so does the KV cache, the area where the model’s working ...