Intermediate Technical
Jul 12, 2024
Train Generative AI Models More Efficiently with New NVIDIA Megatron-Core Functionalities
First introduced in 2019, NVIDIA Megatron-LM sparked a wave of innovation in the AI community, enabling researchers and developers to use the underpinnings of...
11 MIN READ
Jul 12, 2024
Boosting Mathematical Optimization Performance and Energy Efficiency on the NVIDIA Grace CPU
Mathematical optimization is a powerful tool that enables businesses and people to make smarter decisions and reach any number of goals—from improving...
4 MIN READ
Jul 11, 2024
Training Sim-to-Real Transferable Robotic Assembly Skills over Diverse Geometries
Most objects in home and industrial settings consist of multiple parts that must be assembled. While human workers typically perform assembly, in certain...
10 MIN READ
Jul 10, 2024
Customizing NVIDIA NIMs for Domain-Specific Needs with NVIDIA NeMo
Large language models (LLMs) adopted for specific enterprise applications most often benefit from model customization. Enterprises need to tailor LLMs for...
11 MIN READ
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
Jul 09, 2024
Building Cyber Language Models to Unlock New Cybersecurity Capabilities
General-purpose large language models (LLMs) have proven their usefulness across various fields, offering substantial benefits in applications ranging from text...
13 MIN READ
Jul 08, 2024
Deploy Multilingual LLMs with NVIDIA NIM
Multilingual large language models (LLMs) are increasingly important for enterprises operating in today's globalized business landscape. As businesses expand...
9 MIN READ
Jul 03, 2024
Powering the Future of AI-Enabled Medical Devices with NVIDIA Holoscan and RTI Connext
The demand for real-time insights and autonomous decision-making is growing across industries, and healthcare and medical devices are no exception. Relying on...
8 MIN READ
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
Jul 03, 2024
Just Released: cuDSS 0.3.0
cuDSS (Preview) is an accelerated direct sparse solver. It now supports multi-GPU multi-node platforms, and introduces a hybrid memory mode.
1 MIN READ
Jul 02, 2024
Addressing Hallucinations in Speech Synthesis LLMs with the NVIDIA NeMo T5-TTS Model
NVIDIA NeMo has released the T5-TTS model, a significant advancement in text-to-speech (TTS) technology. Based on large language models (LLMs), T5-TTS produces...
4 MIN READ
Jul 02, 2024
Achieving High Mixtral 8x7B Performance with NVIDIA H100 Tensor Core GPUs and TensorRT-LLM
As large language models (LLMs) continue to grow in size and complexity, the performance requirements for serving them quickly and cost-effectively continue to...
9 MIN READ
Jul 02, 2024
Checkpointing CUDA Applications with CRIU
Checkpoint and restore functionality for CUDA is exposed through a command-line utility called cuda-checkpoint. This utility can be used to transparently...
7 MIN READ
Jul 01, 2024
StarCoder2-15B: A Powerful LLM for Code Generation, Summarization, and Documentation
Trained on 600+ programming languages, StarCoder2-15B is now packaged as a NIM inference microservice available for free from the NVIDIA API catalog.
1 MIN READ
Jul 01, 2024
Deploy GPU-Optimized AI Software with One Click Using Brev.dev and NVIDIA NGC Catalog
Brev.dev is making it easier to develop AI solutions by leveraging software libraries, frameworks, and Jupyter Notebooks on the NVIDIA NGC catalog. You can use...
7 MIN READ
Jun 28, 2024
Transforming Financial Analysis with NVIDIA NIM
In financial services, portfolio managers and research analysts diligently sift through vast amounts of data to gain a competitive edge in investments. Making...
13 MIN READ