Runpod Roundup 4 – Open Source LLM Evaluators, 3D Scene Reconstruction, Vector Search

The Runpod Roundup for the week ending August 19, 2023, highlights significant advancements in AI models, focusing on tools that can be utilized in Runpod instances. Key developments include Arthur's release of an open-source model evaluator called Bench, which assists in assessing large language models (LLMs) for specific use cases by comparing open-source and closed-source offerings. NVidia has introduced Neuralangelo, a tool for reconstructing 3D scenes from photographs that can be implemented in gaming or virtual reality applications and also works with video footage for enhanced detail. Additionally, Marqo offers a GPU-enabled open-source vector search solution that analyzes unstructured data, identifying similarities across text, images, and video without requiring manual annotation, and can be integrated with other solutions on Runpod.