Nvidia has set new MLPerf performance benchmarking records on its H200 Tensor Core GPU and TensorRT-LLM software. MLPerf Inference is a benchmarking suite that measures inference performance across ...

Now open source, xbench uses an ever changing evaluation mechanism to look at an AI model's ability to execute real-world tasks and make it harder for model makers to train on the tests. A new AI ...

At the core of the model's efficiency lies an architectural departure from classic Transformer networks. Standard attention mechanisms scale quadratically ($O(N^2 ...