
Large language model development is about to reach supersonic speed thanks to a collaboration between NVIDIA and Anyscale.
At its annual Ray Summit developers conference, Anyscale - the company behind the fast growing open-source unified compute framework for scalable computing - announced today that it is bringing NVIDIA AI to Ray open source and the Anyscale Platform. It will also be integrated into Anyscale Endpoints, a new service announced today that makes it easy for application developers to cost-effectively embed LLMs in their applications using the most popular open source models.
These integrations can dramatically speed generative AI development and efficiency while boosting security for production AI, from proprietary LLMs to open models such as Code Llama, Falcon, Llama 2, SDXL and more.
Developers will have the flexibility to deploy open-source NVIDIA software with Ray or opt for NVIDIA AI Enterprise software running on the Anyscale Platform for a fully supported and secure production deployment.
Ray and the Anyscale Platform are widely used by developers building advanced LLMs for generative AI applications capable of powering intelligent chatbots, coding copilots and powerful search and summarization tools.
NVIDIA and Anyscale Deliver Speed, Savings and Efficiency Generative AI applications are captivating the attention of businesses around the globe. Fine-tuning, augmenting and running LLMs requires significant investment and expertise. Together, NVIDIA and Anyscale can help reduce costs and complexity for generative AI development and deployment with a number of application integrations.
NVIDIA TensorRT-LLM, new open-source software announced last week, will support Anyscale offerings to supercharge LLM performance and efficiency to deliver cost savings. Also supported in the NVIDIA AI Enterprise software platform, Tensor-RT LLM automatically scales inference to run models in parallel over multiple GPUs, which can provide up to 8x higher performance when running on NVIDIA H100 Tensor Core GPUs, compared to prior-generation GPUs.
TensorRT-LLM automatically scales inference to run models in parallel over multiple GPUs and includes custom GPU kernels and optimizations for a wide range of popular LLM models. It also implements the new FP8 numerical format available in the NVIDIA H100 Tensor Core GPU Transformer Engine and offers an easy-to-use and customizable Python interface.
NVIDIA Triton Inference Server software supports inference across cloud, data center, edge and embedded devices on GPUs, CPUs and other processors. Its integration can enable Ray developers to boost efficiency when deploying AI models from multiple deep learning and machine learning frameworks, including TensorRT, TensorFlow, PyTorch, ONNX, OpenVINO, Python, RAPIDS XGBoost and more.
With the NVIDIA NeMo framework, Ray users will be able to easily fine-tune and customize LLMs with business data, paving the way for LLMs that understand the unique offerings of individual businesses.
NeMo is an end-to-end, cloud-native framework to build, customize and deploy generative AI models anywhere. It features training and inferencing frameworks, guardrailing toolkits, data curation tools and pretrained models, offering enterprises an easy, cost-effective and fast way to adopt generative AI.
Options for Open-Source or Fully Supported Production AI Ray open source and the Anyscale Platform enable developers to effortlessly move from open source to deploying production AI at scale in the cloud.
The Anyscale Platform provides fully managed, enterprise-ready unified computing that makes it easy to build, deploy and manage scalable AI and Python applications using Ray, helping customers bring AI products to market faster at significantly lower cost.
Whether developers use Ray open source or the supported Anyscale Platform, Anyscale's core functionality helps them easily orchestrate LLM workloads. The NVIDIA AI integration can help developers build, train, tune and scale AI with even greater efficiency.
Ray and the Anyscale Platform run on accelerated computing from leading clouds, with the option to run on hybrid or multi-cloud computing. This helps developers easily scale up as they need more computing to power a successful LLM deployment.
The collaboration will also enable developers to begin building models on their workstations through NVIDIA AI Workbench and scale them easily across hybrid or multi-cloud accelerated computing once it's time to move to production.
NVIDIA AI integrations with Anyscale are in development and expected to be available by the end of the year.
Developers can sign up to get the latest news on this integration as well as a free 90-day evaluation of NVIDIA AI Enterprise.
To learn more, attend the Ray Summit in San Francisco this week or watch the demo video below.
See this notice regarding NVIDIA's software roadmap.
Most recent headlines
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
04/08/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
04/07/2026
April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...
01/06/2026
January 6 2026, 05:30 (PST) Dolby Sets the New Standard for Premium Entertainment at CES 2026
Throughout the week, Dolby brings to life the latest innovatio...
15/05/2026
86% of media planners would move more linear TV budget to CTV if they had show-level targeting and reporting - and 65% would also shift dollars from programmati...
15/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
15/05/2026
Clear-Com will showcase new communications solutions and major platform updates at InfoComm 2026 (Booth N7005), June 17-19, in the North and Central Halls of t...
15/05/2026
Following an outstanding inaugural year in 2025, Rise AV is proud to announce the return of its flagship leadership initiative, Elevate. The programme continues...
15/05/2026
Berklee Announces Lineup for Inaugural AI Music Summit The three-day event puts musicians at the center of the future of music creation, ethics, and the indus...
15/05/2026
Lightware returns to InfoComm 2026 with a focused showcase of scalable USB-C connectivity, next-generation AV-over-IP solutions, and technologies that help over...
15/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
15/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
15/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
15/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
15/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
15/05/2026
Delivering a live, arena-scale production of a massively popular band is no small feat. Between expansive in-arena LED walls and a global live stream fed to onl...
15/05/2026
Connection is the heartbeat of any strong community, and with live streaming becoming more accessible in the modern era, it's much easier for faith-based or...
15/05/2026
Powered by GX 3 media servers, optimised IP-VFC workflows and on-site engineering expertise, the production delivers high-performance visuals for one of the wor...
15/05/2026
Against that backdrop, IAB UK has added retail media to its Gold Standard. Jan Pitt, Commercial Director at ABC, spoke with Liv McCullagh, Retail Media Lead at ...
15/05/2026
Further to RT 's statement released yesterday and in the interest of full transparency, with the full permission of Derek Mooney, we are now publishing the ...
14/05/2026
Sweetwater and Airstream have announced a custom-built Dolby Atmos mobile recording studio inside an Airstream trailer, set to tour music festivals, schools, tr...
14/05/2026
The American Association of Professional Baseball (AAPB) has announced a new par...
14/05/2026
ESPN has announced plans to transform Santa Monica Beach into a broadcast hub du...
14/05/2026
Amagi has announced a significant update to Amagi CLOUDPORT, its cloud-based broadcast playout platform. The update includes 250-plus features shipped in FY25-2...
14/05/2026
Clear-Com will exhibit at InfoComm 2026 (Booth N7005, June 17-19, Las Vegas Convention Center), introducing a new product that builds on Arcadia Central Station...
14/05/2026
Ikegami will exhibit at BroadcastAsia 2026 (Stand 5D3-1, Singapore Expo, May 20-22), introducing two new viewfinders alongside its existing camera, control, and...
14/05/2026
Grass Valley has announced that dB Broadcast has delivered new IP-based outside ...
14/05/2026
NAGRAVISION, a Kudelski Group company, has announced a partnership with the World Professional Billiards and Snooker Association (WPBSA) to launch Play Snooker,...
14/05/2026
Belden Inc. has announced a definitive agreement to acquire RUCKUS Networks from Vistance Networks for approximately $1.85 billion. The transaction has been app...
14/05/2026
NVIDIA has released the Content Localization Blueprint, a modular reference arch...
14/05/2026
Disney has announced that Disney will be the exclusive U.S. streaming home of the Banana Bowl, the Banana Ball league season championship, streaming live this ...
14/05/2026
Arkona technologies and technology partner manifold will demonstrate their production solutions on the Magna Systems and Engineering stand (Booth 5D1-1) at Broa...
14/05/2026
Haivision will host a webinar on Thursday, May 21 at 10 a.m. ET / 4 p.m. CET cov...
14/05/2026
The CW Network and ESPN have announced a sublicense broadcast agreement for The CW to televise ACC football and men's and women's college basketball gam...
14/05/2026
The agreement marks Scripps Sports' first NBA local rights deal...
14/05/2026
A new report from education-technology company Wiingy testing post-ChatGPT predictions against three years of real-world data has identified broadcasting as one...
14/05/2026
Global Citizen and FIFA have announced that Madonna, Shakira, and BTS will headl...
14/05/2026
LOS ANGELES, CA, May 14, 2026 - The nonprofit Sundance Institute announced today the cohort selected for the 2026 Episodic Lab program, taking place at Dunaway ...
14/05/2026
At Spotify, we're focused on making every listening experience feel intentio...
14/05/2026
Spotify recently welcomed songwriters, artists, executives, and music students t...
14/05/2026
New articulations, ostinatos, Motion Scoring Articulation Sets & more
Sonuscore's flagship cinematic string library has just been treated to a significa...
14/05/2026
World-class studio opens on T rkiye's Aegean coast
P r Recording & Residence have announced their official opening, introducing a new world-class reside...
14/05/2026
Now supports channel layouts up to 9.1.6
Nugen Audio have just released an update for their AI-powered dialogue intelligibility and compliance tool. Set to ...
14/05/2026
New recordings & one-key chord tool
UVI have just announced the release of Orchestral Suite 2, a ground-up redesign of their all-in-one symphonic orchestra ...
14/05/2026
Two new arrivals & expanded factory content
Rob Papen's all-encompassing plug-in and virtual instrument collection has just been treated to another upda...
14/05/2026
Embed QR codes into DAW sessions
FSK Audio's latest plug-in doesn't process audio, but serves as an organisational tool that allows QR codes to be e...
14/05/2026
SBS Board appoints Jane Palfreyman Managing Director
13 May, 2026
Media releases
The Special Broadcasting Service (SBS) Board of Directors is pleased to an...
14/05/2026
Transforming bold ideas into market-ready productions: Digital Originals returns
14 May, 2026
Media releases
SBS, NITV and Screen Australia have announced ...
14/05/2026
Australia Uncovered Returns to SBS with Bold New Season Featuring John Safran on...
14/05/2026
Rohde & Schwarz transforms spectrum complexity into situational awareness and ef...