Tutorials – The TechBriefs

A Developer’s Guide to OmniParseBench: Leaderboard Benchmarks and OCR Testing

In this tutorial, we implement OmniParseBench, Datalab’s open benchmark for document parsers, which grades a parser’s output with 16,288 small […]

In this tutorial, we use Whistle, Cactus Compute’s speech-to-text model, a 16.9 MB file that runs on a CPU, transcribes […]

In this tutorial, we implement on Nsight Python, NVIDIA’s open-source Python interface to its kernel profilers. Instead of running a […]

In this tutorial, we implement Structured Data Models, NVIDIA’s new library that puts several pretrained foundation models for tables behind […]

In this tutorial, we implement the Rebalancer, Meta’s assignment solver, with a C++ core and a Python binding. We describe […]

In this tutorial, we implement RRSI (Regularized Recursive Self-Improvement), a method that lets an LLM agent rewrite its own harness, […]

In this tutorial, we work with Laya, the open-source decision engine from Convai Innovations that became one of the most-starred […]

In this tutorial, we work through the retargeting engine at the core of NVIDIA IsaacTeleop, the framework that turns XR […]

In this tutorial, we implement Kauldron, the JAX training library from Google Research that describes itself as optimized for research […]

In this tutorial, we work with MSEB, the Massive Sound Embedding Benchmark from Google Research, and approach it from the […]