Discover Prometheus 2, an open-source language model evaluator that closely mirrors human and GPT-4 judgments. Also, PyTorch introduces an optimized Triton FP8 GEMM kernel for accelerated inference in large language models. Plus, explore the potential of an AI dataset for tornado detection and the creation of bespoke programming languages for efficient visual AI systems. Sources: https://www.marktechpost.com/2024/05/04/prometheus-2-an-open-source-language-model-that-closely-mirrors-human-and-gpt-4-judgements-in-evaluating-other-language-models/ https://www.marktechpost.com/2024/05/04/pytorch-researchers-introduce-an-optimized-triton-fp8-gemm-general-matrix-matrix-multiply-kernel-tk-gemm-that-leverages-splitk-parallelization/ https://news.mit.edu/2024/tornet-ai-dataset-carves-new-paths-tornado-detection-0429 https://news.mit.edu/2024/creating-bespoke-programming-languages-efficient-visual-ai-systems-0503 Outline: (00:00:00) Introduction (00:00:41) Prometheus 2: An Open Source Language Model that Closely Mirrors Human and GPT-4 Judgements in Evaluating Other Language Models (00:03:34) PyTorch Researchers Introduce an Optimized Triton FP8 GEMM (General Matrix-Matrix Multiply) Kernel TK-GEMM that Leverages SplitK Parallelization (00:06:14) An AI dataset carves new paths to tornado detection (00:09:30) Creating bespoke programming languages for efficient visual AI systems