NVIDIA’s on the bottom at Open Supply AI Week. Keep tuned for a celebration highlighting the spirit of innovation, collaboration and neighborhood that drives open-source AI ahead. Comply with NVIDIA AI Developer on social channels for added information and insights.
PyTorch, the fastest-growing AI framework, derives its efficiency from the NVIDIA CUDA platform and makes use of the Python programming language to unlock developer productiveness. This yr, NVIDIA added Python as a first-class language to the CUDA platform, giving the PyTorch developer neighborhood better entry to CUDA.
CUDA Python contains key elements that make GPU acceleration in Python simpler than ever, with built-in assist for kernel fusion, extension module integration and simplified packaging for quick deployment.
Following PyTorch’s open collaboration mannequin, CUDA Python is obtainable on GitHub and PyPI.
Each month, builders worldwide obtain a whole bunch of hundreds of thousands of NVIDIA libraries — together with CUDA, cuDNN, cuBLAS and CUTLASS — principally inside Python and PyTorch environments. CUDA Python supplies nvmath-python, a brand new library that acts because the bridge between Python code and these extremely optimized GPU libraries.
Plus, kernel enhancements and assist for next-generation frameworks make NVIDIA accelerated computing extra environment friendly, adaptable and broadly accessible.
NVIDIA maintains a long-standing collaboration with the PyTorch neighborhood via open-source contributions and technical management, in addition to by sponsoring and collaborating in neighborhood occasions and activations.
At PyTorch Convention 2025 in San Francisco, NVIDIA will host a keynote handle, 5 technical classes and 9 poster shows.
NVIDIA’s on the bottom at Open Supply AI Week. Keep tuned for a celebration highlighting the spirit of innovation, collaboration and neighborhood that drives open-source AI ahead. Comply with NVIDIA AI Developer on social channels for added information and insights.
Open Supply AI Week kicks off on Monday with a collection of hackathons, workshops and meetups spotlighting the most recent advances in AI, machine studying and open-source innovation.
The occasion brings collectively main organizations, researchers and open-source communities to share data, collaborate on instruments and discover how openness accelerates AI growth.
NVIDIA continues to broaden entry to superior AI innovation by offering open-source instruments, fashions and datasets designed to empower builders. With greater than 1,000 open-source instruments on NVIDIA GitHub repositories and over 500 fashions and 100 datasets on the NVIDIA Hugging Face collections, NVIDIA is accelerating the tempo of open, collaborative AI growth.
Over the previous yr, NVIDIA has turn into the highest contributor in Hugging Face repositories, reflecting a deep dedication to sharing fashions, frameworks and analysis that empower the neighborhood.
Overtly out there fashions, instruments and datasets are important to driving innovation and progress. By empowering anybody to make use of, modify and share know-how, it fosters transparency and accelerates discovery, fueling breakthroughs that profit each business and communities alike. That’s why NVIDIA is dedicated to supporting the open supply ecosystem.
We’re on the bottom all week — keep tuned for a celebration highlighting the spirit of innovation, collaboration and neighborhood that drives open-source AI ahead, with the PyTorch Convention serving because the flagship occasion.
