Sony Pixel Power calrec Sony

Ray Shines with NVIDIA AI: Anyscale Collaboration to Help Developers Build, Tune, Train and Scale Production LLMs

18/09/2023

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.
LINK: https://blogs.nvidia.com/blog/2023/09/18/llm-anyscale-nvaie/...
See more stories from nvidia

Most recent headlines

05/01/2027

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be demoed at CES 2026

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...

04/08/2026

Dalet Announces Commercial Availability of Dalia, Bringing Media-Aware Agentic AI to Enterprise Productions

Dalet, a leading technology and service provider for media-rich organizations, t...

04/07/2026

Detective Conan: Fallen Angel of the Highway Opens in Dolby Cinemas Across Japan, Presented in Dolby Atmos and Dolby ...

April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...

01/06/2026

Dolby Sets the New Standard for Premium Entertainment at CES 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...

13/05/2026

dB Broadcast Delivers New IP-based Cloudbass Sports OB Tr...

Grass Valley announced that dB Broadcast has delivered new IP-based outside broadcast (OB) trucks for Cloudbass, featuring Grass Valley LDX 100 Series cameras a...

13/05/2026

Ikegami Announces its Broadcast Asia 2026 Innovations

Ikegami will exhibit the latest additions to its wide range of broadcast production cameras, control units, viewfinders and monitors on stand 5D3-1 at Broadcast...

13/05/2026

XRSA and FISE Partner to Deliver Immersive Action Sports...

FISE, working with the founding members of the XR Sports Alliance (XRSA), Accedo, Qualcomm Technologies, Inc. and HBS, have collaborated to develop an immersive...

13/05/2026

Canon Unveils New EOS R6 V Full-Frame EOS Camera and RF20-50mm F4 L IS USM PZ Built-In Power Zoom Lens

Canon Unveils New EOS R6 V Full-Frame EOS Camera and RF20-50mm F4 L IS USM PZ Bu...

13/05/2026

Boston Conservatory at Berklee Honors Beth Morrison and Moses Pendleton at Commencement Ceremony

Boston Conservatory at Berklee Honors Beth Morrison and Moses Pendleton at Comme...

13/05/2026

CBS Boston to Air CCBL Baseball

Share Copy link Facebook X Linkedin Bluesky Email...

13/05/2026

Study: Free Streaming Emerges as TV's New Normal

Share Copy link Facebook X Linkedin Bluesky Email...

13/05/2026

Amagi Announces Major Enhancements To CLOUDPORT

Share Copy link Facebook X Linkedin Bluesky Email...

13/05/2026

FCC Releases Updates to TVStudy Software

Share Copy link Facebook X Linkedin Bluesky Email...

13/05/2026

Nexstar Names Elizabeth Ryder EVP, General Counsel

Share Copy link Facebook X Linkedin Bluesky Email...

13/05/2026

Foundry releases Nuke Stage- simplifying virtual producti...

Creative software developer Foundry today announced the latest developments on Nuke Stage. A purpose-built application for end-to-end virtual production and in-...

13/05/2026

Tradfluencer - The Sharon Shannon Story

A definitive portrait of one of Ireland's most influential musicians New TV documentary airs Monday 18 May on RT One and RT Player at 9.35pm Watch the...

13/05/2026

Hermes Unlocks Self-Improving AI Agents, Powered by NVIDIA RTX PCs and DGX Spark

Agentic AI is changing the way users get work done. Following the success of OpenClaw, the community is embracing new open source agentic frameworks. The latest...

13/05/2026

NVIDIA, Ineffable Intelligence Team Up to Build the Future of Reinforcement Learning Infrastructure

Reinforcement-learning agents - AI systems that learn by trial and error - can c...

12/05/2026

Beyond the Hype: A Strategic Post-Hoc Analysis of NAB 2026

Beyond the Hype: A Strategic Post-Hoc Analysis of NAB 2026 If NAB Show 2026 had an underlying theme, it was a quiet, industry-wide pivot from the high-energy sp...

12/05/2026

G&D and CT Square Establish Joint Venture for India and Middle East Distribution

Guntermann and Drunck (G&D), a Panoptec Technologies Group company, and CT Square, led by Chandresh Shah, have announced a joint venture to distribute G&D and V...

12/05/2026

Telemundo Reports Record Advertiser Demand for FIFA World Cup 2026 Coverage

With 30 days until the start of the FIFA World Cup 2026, Telemundo, the exclusive Spanish-language home of the tournament in the United States, has announced th...

12/05/2026

NHLs Stanley Pup Returns for Third Year on June 8

The NHL has announced the return of Stanley Pup for its third consecutive year, a 90-minute special featuring adoptable rescue dogs competing on a miniature rin...

12/05/2026

NBCUniversal Outlines Ad Technology and Content Strategy at 2026 Upfront

NBCUniversal presented its 2026 Upfront to advertisers at Radio City Music Hall, detailing upcoming programming across NBC, Peacock, Bravo, and Versant properti...

12/05/2026

FOX Sports Funds Fandom Research Initiative at Harvard Kennedy School

FOX Sports has announced funding for the Fandom and Social Connection Initiative at Harvard Kennedy School's Shorenstein Center on Media, Politics, and Publ...

12/05/2026

TNDV and Live Media Support NCAA Final Four Weekend for 13th Consecutive Year

TNDV and Live Media, both divisions of Live Media Group, supported live broadcast coverage around NCAA Final Four weekend in Indianapolis, including the March M...

12/05/2026

European Football Alliance Signs Distribution Agreement with Fubo Sports Network

The European Football Alliance (EFA) has announced a content distribution agreement with Fubo Sports Network, the free ad-supported streaming TV (FAST) channel ...

12/05/2026

ESPN, TelevisaUnivision Ink Deal to Produce Additional Spanish-Language Super Bowl LXI Telecast

For the first time, Spanish-speaking fans in the U.S. will have two separate tel...

12/05/2026

CP Communications Manages RF Spectrum for Kentucky Derby Week

CP Communications led a comprehensive spectrum management initiative on behalf of Churchill Downs during Kentucky Derby week, coordinating RF assets across the ...

12/05/2026

LiveU and DRONERESPONDERS Announce Partnership for Public Safety Drone Video Transmission

LiveU has announced a strategic partnership with DRONERESPONDERS, a 501(c)3 non-...

12/05/2026

BMC TV Selects Open Broadcast Systems 5G Flyaway for Horse Racing Transmissions

Open Broadcast Systems has announced that BMC TV, a specialist in IP transport of broadcast content, has selected the Open Broadcast Systems 5G Flyaway solution...

12/05/2026

NEP Europe to Deliver Broadcast Solutions for Eurovision Song Contest 2026 in Vienna

NEP Europe, part of NEP Group, has announced it will deliver broadcast solutions...

12/05/2026

Grass Valley Expands Collaboration with Ravensbourne University London on Media Production Education

Grass Valley has announced continued collaboration with Ravensbourne University ...

12/05/2026

Stats Perform Launches Opta Pulse AI-Assisted Video Creation Platform

Stats Perform has announced the launch of Opta Pulse, an AI-assisted video creation and distribution platform for leagues, rights holders, and broadcasters. The...

12/05/2026

FOX Sports and Sesame Workshop Announce Collaboration for FIFA World Cup 2026

FOX Sports has announced a collaboration with Sesame Workshop to integrate Sesame Street characters into FOX Sports' FIFA World Cup 2026 programming. Conten...

12/05/2026

Little Show, Giant Heart: NHL in ASL Earns Two Sports Emmy Nominations in 2026

To date, NHL Productions has produced 19 broadcasts with commentary in American Sign Language NHL in ASL (American Sign Language) may be just one show, but the...

12/05/2026

At Its Annual Brandcast, YouTube Aims To Show Why Sports Is No Longer Just the Game

Google's Brian Albert: creators, athletes, highlights, nostalgia, second-scr...

12/05/2026

Your Next Double Feature: Old Joy and Past Lives

A still from Past Lives by Celine Song, an official selection of the Premieres program at the 2023 Sundance Film Festival. (Courtesy of Sundance Institute | p...

12/05/2026

It's Your Party of the Year(s): A Look Back at Your Entire Music History on Spotify

Spotify is where fans and artists come together, turning discovery into somethin...

12/05/2026

Black Lion Audio introduce the Auteur 8DAT

Features patented Marco-MMC clocking technology Black Lion Audio's latest release combines the company's expertise in clocking with their renowned p...

12/05/2026

Reason 14 now available

New Track Panel, sequencer upgrades & more Following their recent public beta release, Reason Studios have announced the full release of Reason 14. With the...

12/05/2026

One month to go! SBS reveals expansive FIFA World Cup 2026 lineup beyond the pitch

One month to go! SBS reveals expansive FIFA World Cup 2026 lineup beyond the pi...

12/05/2026

Rohde & Schwarz presents its advanced solutions for power electronics testing at PCIM Expo 2026

Rohde & Schwarz presents its advanced solutions for power electronics testing at...

12/05/2026

Ad-Hoc News: aconnic AG announces improved fund raising plan to support business and refinance debt

aconnic AG (ISIN: DE000A0LBKW6), Munich, has developed a modified fund raising p...

12/05/2026

CNN Pushes Into Lifestyle Products with CNN Weather' App Launch

Share Copy link Facebook X Linkedin Bluesky Email...

12/05/2026

Marshall Electronics Cameras Elevate Elite Equestrian Com...

Tyrell Corporation, specialists in high-end live sports and entertainment broadcasts, was tasked with delivering compelling broadcast coverage of premier equest...

12/05/2026

IBC2026 registration opens as international media industr...

Registration is now open for IBC2026 as the global media, entertainment and technology community prepares to converge on the RAI Amsterdam from 11 14 September ...

12/05/2026

Ross Video Showcases Unified Production Workflows at Broa...

Ross Video, a global leader in live video production technology, will present its latest innovations and integrated production workflows at BroadcastAsia 2026, ...

12/05/2026

With over 50bn euros in assets under management and recor...

500 selected leaders from around the world across start-ups, corporates, and venture capital. Over 50bn in assets under management among attending investors, a...

12/05/2026

Randy Koeman Joins CVP as Part of Continued European Expa...

CVP, one of Europe's leading suppliers of professional video and broadcast solutions, has appointed Randy Koeman as Sales Manager, Netherlands, marking anot...