Python
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Jul 09, 2024
Just Released: nvmath-python
nvmath-python is an open-source Python library that provides high performance access to the core mathematical operations in the NVIDIA Math Libraries. Available...
1 MIN READ
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Jul 03, 2024
Maximize GPU performance with Near-Real-Time Usage Stats on NVDashboard v0.10
At NVIDIA GTC 2024, the RAPIDS team demonstrated new features on NVDashboard v0.10 a dashboard that runs on JupyterLab, for monitoring GPU usage to help...
6 MIN READ
![Nsight Compute screenshot.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/nsight-compute-release-featured-960x540.png)
May 22, 2024
Just Released: Nsight Compute 2024.2
Nsight Compute 2024.2 adds Python syntax highlighting and call stacks, a redesigned report header, and source page statistics to make CUDA optimization easier.
1 MIN READ
![An illustration representing LLM optimization.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/02/llm-summerization-960x540.jpg)
Feb 21, 2024
NVIDIA TensorRT-LLM Revs Up Inference for Google Gemma
NVIDIA is collaborating as a launch partner with Google in delivering Gemma, a newly optimized family of open models built from the same research and technology...
4 MIN READ
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Jan 30, 2024
Create, Share, and Scale Enterprise AI Workflows with NVIDIA AI Workbench, Now in Beta
NVIDIA AI Workbench is now in beta, bringing a wealth of new features to streamline how enterprise developers create, use, and share AI and machine learning...
10 MIN READ
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Nov 13, 2023
NVIDIA Deep Learning Institute Launches Science and Engineering Teaching Kit
AI is quickly becoming an integral part of diverse industries, from transportation and healthcare to manufacturing and finance. AI powers chatbots, recommender...
5 MIN READ
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Nov 08, 2023
New Workshop: Rapid Application Development Using Large Language Models
Interested in developing LLM-based applications? Get started with this exploration of the open-source ecosystem.
1 MIN READ
![Illustration: CuPy faster than NumPy](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2023/11/Leveraging-power-gpus-cupy-python-1-960x540.jpg)
Nov 06, 2023
ICYMI: Leveraging the Power of GPUs with CuPy in Python
See how KDNuggets achieved 500x speedup using CuPy and NVIDIA CUDA on 3D arrays.
1 MIN READ
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Oct 11, 2023
Announcing NVIDIA SteerLM: A Simple and Practical Technique to Customize LLMs During Inference
With the advent of large language models (LLMs) such as GPT-3, Megatron-Turing, Chinchilla, PaLM-2, Falcon, and Llama 2, remarkable progress in natural language...
10 MIN READ
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Sep 21, 2023
Just Released: NVIDIA Modulus 23.09
NVIDIA Modulus 23.09 is now available, providing ease-of-use updates, fixes, and other enhancements.
1 MIN READ
![Fundamentals of Deep Learning workshop promo.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2023/09/Deep-Learning-Fundamentals-Workshop-960x540.jpg)
Sep 08, 2023
Workshop: Fundamentals of Deep Learning
Learn key techniques and tools required to train a deep learning model in this virtual hands-on workshop.
1 MIN READ
![A woman working at a laptop.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2023/08/CUDA-Training-Profiling-Debugging-960x540.png)
Aug 30, 2023
New Video Tutorial: Profiling and Debugging NVIDIA CUDA Applications
Episode 5 of the NVIDIA CUDA Tutorials Video series is out. Jackson Marusarz, product manager for Compute Developer Tools at NVIDIA, introduces a suite of tools...
2 MIN READ
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Aug 22, 2023
Simplifying GPU Application Development with Heterogeneous Memory Management
Heterogeneous Memory Management (HMM) is a CUDA memory management feature that extends the simplicity and productivity of the CUDA Unified Memory programming...
16 MIN READ
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Aug 08, 2023
Accelerate 3D Workflows with Modular, OpenUSD-Powered Omniverse Release
The latest release of NVIDIA Omniverse delivers an exciting collection of new features based on Omniverse Kit 105, making it easier than ever for developers to...
7 MIN READ
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Aug 03, 2023
Securing LLM Systems Against Prompt Injection
Prompt injection is a new attack technique specific to large language models (LLMs) that enables attackers to manipulate the output of the LLM. This attack is...
15 MIN READ
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Jun 28, 2023
How to Deploy an AI Model in Python with PyTriton
AI models are everywhere, in the form of chatbots, classification and summarization tools, image models for segmentation and detection, recommendation models,...
6 MIN READ