Join Isaac ROS engineers and the founder of Open Navigation to explore the new Nav2 autonomous docking feature.
Join Isaac ROS engineers and the founder of Open Navigation to explore the new Nav2 autonomous docking feature.
In this blog post, we continue the series on accelerating vector search using cuVS RAFT. Our previous post in the series introduced IVF-Flat, a fast algorithm…
In this blog post, we continue the series on accelerating vector search using cuVS RAFT. Our previous post in the series introduced IVF-Flat, a fast algorithm for accelerating approximate nearest neighbors (ANN) search on GPUs. We discussed how using an inverted file index (IVF) provides an intuitive way to reduce the complexity of the nearest neighbor search by limiting it to only a small subset…
In the first part of the series, we presented an overview of the IVF-PQ algorithm and explained how it builds on top of the IVF-Flat algorithm, using the…
In the first part of the series, we presented an overview of the IVF-PQ algorithm and explained how it builds on top of the IVF-Flat algorithm, using the Product Quantization (PQ) technique to compress the index and support larger datasets. In this part two of the IVF-PQ post, we cover the practical aspects of tuning IVF-PQ performance. It’s worth noting again that IVF-PQ uses a lossy…
Mistral AI and NVIDIA today released a new state-of-the-art language model, Mistral NeMo 12B, that developers can easily customize and deploy for enterprise applications supporting chatbots, multilingual tasks, coding and summarization. By combining Mistral AI’s expertise in training data with NVIDIA’s optimized hardware and software ecosystem, the Mistral NeMo model offers high performance for diverse
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TGI Multi-LoRA: Deploy Once, Serve 30 Models
It’s time for a sweet treat — the GeForce NOW Summer Sale offers high-performance cloud gaming at half off for a limited time. And starting today, gamers can directly access supported PC games on GeForce NOW via Xbox.com game pages, enabling them to get into their favorite Xbox PC games even faster. It all comes
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Today’s large language models (LLMs) are based on the transformer model architecture introduced in 2017. Since then, rapid advances in AI compute performance…
Today’s large language models (LLMs) are based on the transformer model architecture introduced in 2017. Since then, rapid advances in AI compute performance have enabled the creation of even larger transformer-based LLMs, dramatically improving their capabilities. Advanced transformer-based LLMs are enabling many exciting applications such as intelligent chatbots, computer code generation…
Parquet writers provide encoding and compression options that are turned off by default. Enabling these options may provide better lossless compression for your…
Parquet writers provide encoding and compression options that are turned off by default. Enabling these options may provide better lossless compression for your data, but understanding which options to use for your specific use case is critical to making sure they perform as intended. In this post, we explore which encoding and compression options work best for your string data.
With the R515 driver, NVIDIA released a set of Linux GPU kernel modules in May 2022 as open source with dual GPL and MIT licensing. The initial release targeted…
With the R515 driver, NVIDIA released a set of Linux GPU kernel modules in May 2022 as open source with dual GPL and MIT licensing. The initial release targeted datacenter compute GPUs, with GeForce and Workstation GPUs in an alpha state. At the time, we announced that more robust and fully-featured GeForce and Workstation Linux support would follow in subsequent releases and the NVIDIA Open…