Abstract: Urban-scale 3D reconstruction presents a significant challenge due to its complex geometry and diverse material properties. Existing methods struggle to handle this complexity: neural ...

I am a hacker, engineer, product manager, and researcher on LLMs, AI/ML, and the ethics of applied machine learning. I am a hacker, engineer, product manager, and researcher on LLMs, AI/ML, and the ...

Enables TF32/BF16 Tensor Core fast paths in PyTorch via safe auto-detection, with auditable, reversible flag application and reproducible benchmarks. A reproducible performance protocol packaged as ...

Machine learning models are increasingly applied across scientific disciplines, yet their effectiveness often hinges on heuristic decisions such as data transformations, training strategies, and model ...

Discover how Group Relative Policy Optimization (GRPO) works with a clear breakdown of the core formula and working Python code. Perfect for those diving into advanced reinforcement learning ...

When using TE FP8 and FSDP/TP with a Llama style model I get the following error during accelerate.prepare(). My code basically follows exactly the guide here: https ...

The choice between PyTorch and TensorFlow remains one of the most debated decisions in AI development. Both frameworks have evolved dramatically since their inception, converging in some areas while ...

The upcoming Marvel Rivals update introduces a new special event and limited-time mode and addresses several bugs and optimization issues. Marvel Rivals fans aren’t quite sure how to feel about the ...