During the CES 2024 show, the ASUS booth had a wide variety of products on display. Among the more interesting solutions was the highly-anticipated ROG NUC. Initially, Intel sold the NUC design and manufacturing license to ASUS, and we were left wondering how ASUS would adapt its compact design. We had a booth tour and took pictures of the new design in person. The ASUS ROG NUC can be configured with Intel's flagship Meteor Lake-H Core Ultra 9 185H processor, a 16-core/22-thread CPU with a 115 W maximum turbo TDP that boosts up to 5.1 GHz. It features six performance cores, eight efficiency cores, and two low-power performance cores. The system can be equipped with up to an NVIDIA GeForce RTX 4070 Laptop GPU for graphics.

A more affordable option pairs the Core Ultra 7 155H processor with an RTX 4060 Laptop GPU. Other key specifications include support for up to 32 GB of DDR5 memory across two SO-DIMM slots, three M.2 PCIe Gen 4 x4 SSD slots, Intel Killer WiFi 6E and Bluetooth 5.3, 2.5G LAN, Thunderbolt 4, as much as six USB ports, HDMI and DisplayPort outputs, and a choice of Windows 11 Home 64-bit, Ubuntu 22.04 LTS, or no pre-installed OS. The 2.5-liter chassis shows that miniature size can equal big performance and can easily provide great gaming and productivity results.

GIGABYTE Technology, a leading global brand in the computer industry, debuts AORUS and GIGABYTE Gaming AI gaming laptops at the 2024 Consumer Electronics Show (CES) in the United States, marking its entry into the new battleground of AI PCs. Today, the company launches the latest AI gaming laptops: G6X, G6, and G5, featuring up to the 13th gen. Intel Core HX series processors and NVIDIA RTX 40 Laptop GPUs. All three models the highest configuration come equipped with a Intel Core i7 processor and NVIDIA RTX 4060 Laptop GPU, delivering robust AI generative content computing power.

The G6X, featuring the Intel Core i7-13650HX processor and NVIDIA GeForce RTX 4060 Laptop GPU, excels at running diverse gaming titles and professional applications for creative content creation. It offers a quicker computing experience for AI generative content creation, enabling real-time and seamless realization of creative content. The laptops integrate with Microsoft's AI assistant, Copilot, assisting users in easier task creation and completion, thereby reducing daily workload and unlocking limitless productivity. In terms of audio, the entire series incorporates Dolby Atmos technology, delivering an unprecedented sense of depth, clarity, and detailed soundscapes. This not only enables gamers to accurately locate sounds and make precise strikes but also provides an unparalleled immersive experience.

ASUS Republic of Gamers (ROG) today announced the 2024 Strix family of laptops, including the Strix SCAR 18, the first 18-inch ROG laptop equipped with the mini LED ROG Nebula HDR Display. As the vanguard of gaming laptops, all 2024 Strix machines feature the latest flagship Intel Core i9 processor 14900HX, with the Strix SCAR 16 and SCAR 18 sporting up to an NVIDIA GeForce RTX 4090 Laptop GPU with 175 W max TGP. Paired with a complete suite of the latest intelligent cooling improvements, including Tri-Fan technology and Conductonaut Extreme liquid metal on both the CPU and GPU, the 2024 Strix family of laptops has arrived to dominate the competition.

Brilliant detail
This year marks the introduction of the first ROG 18-inch display powered by Mini LED technology. HDR content and games have arrived on the big screen with the arrival of the 2024 Strix SCAR 18, with its Nebula HDR Display boasting over 2000 discrete dimming zones and 1100 nits of peak brightness. On an 18-inch panel, this dimming zone density coupled with the ROG Nebula HDR Engine minimizes blooming and haloing even in challenging scenes, giving the Strix SCAR 18 incredibly vivid HDR performance.

Last month, we celebrated a major milestone: the release of over 500 #RTXON games and creative applications! Barely a week goes by without blockbuster games and amazing indie releases integrating NVIDIA DLSS, NVIDIA Reflex, and advanced ray-traced effects to deliver the definitive PC experience for GeForce RTX gamers. As we begin 2024, RTX adoption shows no signs of slowing down; at CES 2024 we've announced that another 14 games are receiving RTX upgrades.

Dragon's Dogma 2, Gray Zone Warfare, Half-Life 2 RTX, Horizon Forbidden West, Layers of Fear, Like a Dragon Gaiden: The Man Who Erased His Name, Like a Dragon: Infinite Wealth, NAKWON: LAST PARADISE, Pax Dei, Starminer, and THRONE AND LIBERTY will all launch with or upgrade to DLSS 3 this year, giving GeForce RTX 40 Series gamers unprecedented performance, and the highest levels of image quality. Dragon's Dogma 2, Gray Zone Warfare, Half-Life 2 RTX, and Starminer will also launch with ray traced effects, which run best on GeForce RTX GPUs thanks to their dedicated hardware RT Cores, and Diablo IV's ray tracing upgrade is coming in March. And later this month, Enshrouded and TEKKEN 8 launch with day-one support for DLSS 2.

GIGABYTE TECHNOLOGY Co. Ltd, a leading manufacturer of premium gaming hardware, today launched GeForce RTX 40 SUPER series graphics cards powered by NVIDIA ADA Lovelace architecture. Featuring AORUS, AERO, GAMING, EAGLE and WINDFORCE series, the lineup completely serves the needs for every customer, from gamers, creators, to AI developers.

The new GeForce RTX SUPER GPUs are the ultimate way to experience AI on PCs. Specialized AI Tensor Cores deliver up to 836 AI TOPS to deliver transformative capabilities for AI in gaming, creating and everyday productivity. PC gamers demand the very best in visual quality, and AI-powered NVIDIA Deep Learning Super Sampling (DLSS) Super Resolution, Frame Generation and Ray Reconstruction combine with ray tracing to offer stunning worlds. With DLSS, seven out of eight pixels can be AI-generated, accelerating full ray tracing by up to 4x with better image quality.

Acer today announced the extension of its SpatialLabs stereoscopic 3D lineup to the Aspire line of laptops and Predator gaming monitors.

The new Aspire 3D 15 SpatialLabs Edition laptop delivers captivating 3D content for entertainment and creation on its 15.6-inch UHD display; It also comes with a suite of AI-powered SpatialLabs applications for 3D viewing and content creation, without the need for specialized glasses, delighting users when watching their favorite content and empowering developers to see their designs in their real 3D forms. With Microsoft Copilot in Windows 11, users can experience upscaled creativity and productivity with AI-powered task assistance, while Acer's suite of AI-supported solutions in Acer PurifiedView and PurifiedVoice elevate conference calls on the 3D laptop.

With our XPS portfolio, we have a long history of taking risks, being inquisitive and asking big design questions. At CES 2022, we showcased our vision of the future with XPS 13 Plus—an elegant and modern device, designed with simplicity at the core. The design turned heads and continues to do so today, with headlines calling it elegant, stylish, stunning, beautiful and our personal favorite—referring to the design as "the future is here."

This bold design has forever changed the ID of the XPS brand. Now, we are unifying the design across our XPS portfolio, introducing new screen sizes with the XPS 16 and XPS 14 and revamping the XPS 13 Plus to XPS 13. This trio of laptops share elements that eliminate distractions and place the focus on productivity.

According to the latest round of reports, AMD has decided not to include China in the initial global launch of its upcoming Radeon RX 7600 XT graphics card. The RX 7600 XT, featuring 16 GB of memory and based on AMD's next-generation RDNA 3 architecture, was expected to launch soon at a price of around $300. However, the company is currently re-evaluating its Chinese GPU launch strategy due to the runaway success of its existing Radeon RX 6750 Golden Rabbit Edition (GRE) series in the region. The RX 6750 GRE cards with 10 GB and 12 GB configurations retail between $269-$289 in China, offering exceptional value compared to rival NVIDIA RTX models. AMD seems hesitant to risk undercutting sales of its popular RX 6750 GPUs by launching the newer 7600 XT.

While the RX 7600 XT promises more raw performance thanks to advanced RDNA 3 architecture, 6750 GRE, with its RDNA 2 design, seemingly remains efficient enough for most Chinese mainstream gamers. With the RX 6750 GRE still selling strongly in China, AMD has postponed the RX 7600 XT introduction for this key market. Final launch timelines for the 7600 XT in China and globally remain unconfirmed by AMD at time of writing. The company appears to be treading cautiously amidst the shifting competitive landscape.

Samsung Electronics Co., Ltd. today announced the release of its most intelligent PC lineup yet: Galaxy Book4 Ultra, Book4 Pro and Book4 Pro 360. The latest series comes with a new intelligent processor, a more vivid and interactive display and a robust security system—beginning a new era of AI PCs that offers ultimate productivity, mobility and connectivity. These enhancements not only improve the device itself but also elevate the entire Samsung Galaxy ecosystem, advancing the PC category and accelerating Samsung's vision of AI innovation—for both today and tomorrow.

"Samsung is committed to empowering people to experience new possibilities that enhance their everyday lives. This new paradigm can be achieved through our expansive Galaxy ecosystem and open collaboration with other industry leaders," said TM Roh, President and Head of Mobile eXperience Business at Samsung Electronics. "The Galaxy Book4 series plays a key role in bringing best-in-class connectivity to our ecosystem that will broaden how people interact with their PC, phone, tablet and other devices for truly intelligent and connected experiences."

GIGABYTE, the world's leading computer brand, proudly introduces the latest evolution in gaming laptops for 2024 - the AORUS 17 and AORUS 15 - delivering cutting-edge performance in their signature sleek and portable package.

Powered by the all-new Intel Core Ultra 7 processors and equipped with full-powered NVIDIA GeForce RTX 40 Series Laptop GPUs alongside expandable DDR5 memory, the AORUS 17 and AORUS 15 effortlessly handle demanding gaming and creative tasks on the go. The exclusive WINDFORCE Infinity cooling technology ensures optimal performance in a super-portable chassis, while the addition of Dolby Vision and Dolby Atmos technologies provides an immersive personal cinema experience.

Acer today announced the new Predator Triton Neo 16 (PTN16-51) gaming laptop, designed with the new Intel Core Ultra processors with dedicated AI acceleration capabilities and NVIDIA GeForce RTX 40 Series GPUs that support demanding games and creative applications. Players and content creators can marvel at enhanced video game scenes and designs on the laptop's 16-inch display with up to a stunning 3.2K resolution and 165 Hz refresh rate and Calman-Verified displays, producing accurate colors right out-of-the-box.

The state-of-the-art cooling system combines a 5th Gen AeroBlade fan and liquid metal thermal grease on the CPU to keep the laptop running at full steam, while users stay on top of communications and device management thanks to the AI-enhanced Acer PurifiedVoice 2.0 software and the PredatorSense utility app. This Windows 11 gaming PC also provides players with amazing performance experiences and one month of Xbox Game Pass for access to hundreds of high-quality PC games.

NVIDIA is preparing to launch the GeForce RTX 4090 D, or "Dragon" edition, designed explicitly for China. Circumventing the US export rules of GPUs that could potentially be used for AI acceleration, the GeForce RTX 4090 D is reportedly cutting back on overclocking as a feature. According to BenchLife, the AD102-250 GPU used in the RTX 4090 D will be a stranger to overclocking, as the card will not support it, possibly being disabled by firmware and/or physically in the die. The information from @Zed__Wang suggests that the Dragon version will be running at 2280 MHz base frequency, higher than the 2235 MHz of AD102-300 found in the regular RTX 4090, and 2520 MHz boost, matching the regular version.

Interestingly, the RTX 4090 D for China will also feature a slightly lower Total Graphics Power (TGP) of 425 Watts, down from the 450 Watts of the regular model. With memory configuration appearing to be the same, this new China-specific model will most likely perform within a few percent of the original design. Higher base frequency probably indicates a lack of a few CUDA cores to comply with the US export regulation policy and serve the Chinese GPU market. The NVIDIA GeForce RTX 4090 D is scheduled for rollout in January 2024 in China, which is just a few weeks away.

Acer today announced the new Nitro V 16 (ANV16-41) gaming laptop, built for casual players looking for a well-balanced device with modern features and more. The latest Nitro V laptop is powered by the new AMD Ryzen 8040 Series processors with Ryzen AI technology built in and up to NVIDIA GeForce RTX 40 Series Laptop GPUs with DLSS 3.5 to deliver versatile performance, long-lasting battery life, and AI-powered technologies. Even in the heat of battle, the Nitro V 16 stays cool through innovative thermals highlighted by a dual fan system and keeps users at the center of the action with stunningly immersive visuals.

"Acer and AMD continue to collaborate in bringing AI-backed gaming experiences with the latest Nitro laptop powered by the new AMD Ryzen 8040 Series processors," said James Lin, General Manager, Notebooks, Acer Inc. "Combined with fast refresh rate display options, enhanced features, and loads of improvements across the board, the Nitro V 16 brings an exciting new AI-ready gaming laptop to the table for all types of gamers."

NVIDIA is celebrating 500 games and applications being part of the RTX ecosystem, and Activision has a large set of feature announcements for the RTX ecosystem. To begin with, Call of Duty: Warzone Season 1: Urzikstan debuts with DLSS 3 Frame Generation support on December 6th. Call of Duty: Modern Warfare III adds full ray tracing and DLSS 3.5 Ray Reconstruction feature to all online multiplayer lobbies from December 6th.

Meanwhile, CD Projekt Red is launching Cyberpunk 2077 Ultimate Edition this week, which debuts with enhanced ray tracing and DLSS support with Update 2.1 (available to both Ultimate and Standard edition players). This includes the Ray Tracing: Overdrive mode, which exits preview-feature status. This adds even higher amounts of ray traced surfaces. For NVIDIA RTX 40-series GPUs, these take advantage of Shader Execution Reordering and Opacity Micromaps features. The game also gets a major global illumination upgrade with Reservoir-based Spatiotemporal Importance Resampling Global Illumination (ReSTIR GI). Lastly, Cyberpunk 2077 now fully implements DLSS 3.5 Ray Reconstruction on NVIDIA RTX 40-series "Ada" and 30-series "Ampere" GPUs, which vastly improves the quality of ray traced elements, such as reflections with supersampling enabled.

Each week, we bring you news of the latest DLSS and ray tracing integrations in games and apps. This week, Gangs of Sherwood and Last Train Home are launching with day-one support for NVIDIA DLSS 2, and the super popular factory builder, Satisfactory, has recently introduced support alongside an Unreal Engine 5 upgrade.

Satisfactory Updates To Unreal Engine 5, Adds DLSS 2 & DLAA
The Overwhelmingly Positive-rated Satisfactory from Coffee Stain Studios is an Early Access first-person, open-world factory building game with a dash of exploration and combat, purchased by hundreds of thousands of gamers since its initial release in 2020.In a recent update, Satisfactory upgraded to Unreal Engine 5, dramatically improving performance, image quality, and features, enabling the construction of even bigger and better mega factories. Zone visuals have been overhauled, Nanite adds high fidelity geometry, Lumen introduces improved Global Illumination lighting, Chaos revamps vehicle physics, and engine enhancements make super large factories run significantly faster.

The GeForce RTX 40 Series, Play Beyond Fast With RTX Bundle is now available! Until January 8th, 2024, buy a participating GeForce RTX 4090, 4080, 4070 Ti, 4070, 4060 Ti, or 4060 graphics card and you'll receive three months of free access to PC Game Pass.

With PC Game Pass, play hundreds of high-quality PC games with friends, including new day one titles, and get an EA Play membership. A selection of PC Game Pass games include RTX features such as ray tracing, NVIDIA DLSS, NVIDIA Reflex, and other NVIDIA technologies which run best on GeForce RTX 40 Series GPUs. Enjoy incredible new games from Xbox Game Studios, as well as iconic franchises from Bethesda Softworks, play the latest blockbusters, and discover award-winning indie games.

The recent U.S. government restrictions on AI hardware exports to China have significantly impacted several key semiconductor players, including NVIDIA, AMD, and Intel, restricting them from selling high-performance AI chips to Chinese land. This ban has notably affected NVIDIA's GeForce RTX 4090 gaming GPUs, pushing them out of mainland China due to their high computational capabilities. In anticipation of these restrictions, NVIDIA reportedly moved a substantial inventory of its AD102 GPUs and GeForce RTX 4090 graphics cards to China, which we reported earlier. This could have contributed to the global RTX 4090 shortage, driving the prices of these cards up to 2000 USD. In an interesting turn of events, insiders from the Chinese Baidu forums have disclosed that specialized factories across China are repurposing these GPUs, which arrived before the ban, into AI solutions.

This transformation involves disassembling the gaming GPUs, removing the cooling systems and extracting the AD102 GPU and GDDR6X memory from the main PCBs. These components are then re-soldered onto a domestically manufactured "reference" PCB, better suited for AI applications, and equipped with dual-slot blower-style coolers designed for server environments. The third-party coolers that these GPUs come with are 3-4 slots in size, whereas the blower-style cooler is only two slots wide, and many of them can be placed in parallel in an AI server. After rigorous testing, these reconfigured RTX 4090 AI solutions are supplied to Chinese companies running AI workloads. This adaptation process has resulted in an influx of RTX 4090 coolers and bare PCBs into the Chinese reseller market at markedly low prices, given that the primary GPU and memory components have been removed.Below, you can see the dismantling of AIB GPUs before getting turned into blower-style AI server-friendly graphics cards.

MAINGEAR, the leader in premium-quality, high-performance, custom PCs, today announced the launch of its latest lineup of Pro Series Workstation PCs, meticulously engineered and configurable with the industry's most powerful components, to cater to the diverse needs of professionals across multiple industries.

Ideal for game developers, photo editors, graphics designers, videographers, 3D rendering artists, music producers, CAD engineers, data scientists, and AI/Machine Learning developers, the MAINGEAR ProWS Series introduces a range of desktop workstations crafted to crush the most intensive tasks, elevate productivity and streamline workflow.

Even as CPU vendors are working to mainstream accelerated AI for client PCs, and Microsoft setting the pace for more AI in everyday applications with Windows 11 23H2 Update; NVIDIA is out there reminding you that every GeForce RTX GPU is an AI accelerator. This is thanks to its Tensor cores, and the SIMD muscle of the ubiquitous CUDA cores. NVIDIA has been making these for over 5 years now, and has an install base of over 100 million. The company is hence focusing on bring generative AI acceleration to more client- and enthusiast relevant use-cases, such as large language models.

NVIDIA at the Microsoft Ignite event announced new optimizations, models, and resources to bring accelerated AI to everyone with an NVIDIA GPU that meets the hardware requirements. To begin with, the company introduced an update to TensorRT-LLM for Windows, a library that leverages NVIDIA RTX architecture for accelerating large language models (LLMs). The new TensorRT-LLM version 0.6.0 will release later this month, and improve LLM inference performance by up to 5 times in terms of tokens per second, when compared to the initial release of TensorRT-LLM from October 2023. In addition, TensorRT-LLM 0.6.0 will introduce support for popular LLMs, including Mistral 7B and Nemtron-3 8B. Accelerating these two will require a GeForce RTX 30-series "Ampere" or 40-series "Ada" GPU with at least 8 GB of main memory.

Today, Lenovo announced the new ThinkStation P8 tower workstation powered by AMD Ryzen Threadripper PRO 7000 WX-Series processors and NVIDIA RTX GPUs. Designed to deliver unparalleled performance, reliability and flexibility for professionals who demand the best from their workstations, the bold new ThinkStation P8 builds on the success of the award-winning P620, the world's first workstation powered by AMD Ryzen Threadripper PRO processors. Featuring an optimized thermal design in a versatile Aston Martin inspired chassis, the ThinkStation P8 combines Lenovo's legendary reliability, customer experience and innovation with breakthrough compute architecture courtesy of AMD and NVIDIA. ThinkStation P8 raises the bar for intense workloads across multiple segments focused on outcome-based workflow agility.

"At Lenovo, we understand that our customers need high-quality workstations that can adapt to their changing and diverse needs. That's why we collaborated with AMD and NVIDIA to create the ThinkStation P8, a workstation that combines power, flexibility and enterprise-grade features," said Rob Herman, vice president and general manager, Workstation and Client AI Business Unit, Lenovo. "Designed to offer unparalleled performance and scalability, whether to run complex simulations, render stunning visuals, or develop cutting-edge AI applications, the ThinkStation P8 can handle it all. And with Lenovo's certifications, security and support, you can trust that the ThinkStation P8 will exceed expectations."

Call of Duty: Modern Warfare III officially launches on November 10th, boasting day-one support for NVIDIA DLSS 3 and NVIDIA Reflex. Additionally, Remnant II: The Awakened King DLC launches November 14th - experience it at its best thanks to DLSS 3. And max out frame rates in Like A Dragon Gaiden: The Man Who Erased His Name thanks to day-one support for DLSS 2. These latest launches follow last week's release of EA SPORTS WRC, Desynced, Jusant, RIPOUT, RoboCop: Rogue City, and The Talos Principle 2, all with support for DLSS, giving GeForce RTX gamers the definitive day-one experience.

Call of Duty: Modern Warfare III Available November 10th With DLSS 3 & Reflex
Call of Duty: Modern Warfare III campaign early access began November 2nd for all pre-purchases, with the full release following this Friday, November 10th. In the cinematic campaign, Captain Price and Task Force 141 face off against the ultimate threat, the ultranationalist war criminal Vladimir Makarov, who's extending his grasp across the world, causing Task Force 141 to fight like never before. Once you've dug into the action-packed single-player campaign, head online to defeat Zombies in an exciting open-world co-op experience that takes the Zombies mode everyone knows and loves to the next level. If you prefer Multiplayer, dip into the selection of Core Multiplayer maps from the 16 iconic launch maps of 2009's Call of Duty: Modern Warfare 2 that are being brought over and modernized for Call of Duty: Modern Warfare III.

NVIDIA is reportedly rushing shipments of GeForce RTX 4090 GPUs to China in anticipation of expected export restrictions. We have already reported that NVIDIA might be canceling 5 billion US Dollars worth of orders. The US government will require an export license for shipping RTX 4090s to China, effectively restricting sales to the country. NVIDIA's add-in-board (AIB) partners are reportedly working at full capacity to produce as many RTX 4090 products for the Chinese market as possible before the potential restriction on November 17. While it remains unclear whether the export restrictions will ultimately be implemented, the anticipation of such measures has prompted NVIDIA and its partners to accelerate their production.

The Tweet that feeds this information is coming from Zed Wang, a well-known hardware leaker with historically accurate insights into NVIDIA's operations, who claims that "NVIDIA has been shipping tons of AD102 for AICs this week to manufacture as much RTX 4090 as possible before the original restriction date of RTX 4090 in China. It is still unclear whether the restriction will become true or not. But all AICs are at their full power in producing RTX 4090, regardless of that."

Lenovo and NVIDIA today announced an expansion of their partnership with new, hybrid solutions and engineering collaboration that supports their shared vision to bring the power of generative AI to every enterprise. In close collaboration with NVIDIA, Lenovo will deliver fully integrated systems that bring AI-powered computing to everywhere data is created, from the edge to the cloud, helping businesses easily deploy tailored generative AI applications to drive innovation and transformation across any industry.

The offerings were described by Lenovo Chairman and CEO Yuanqing Yang and NVIDIA founder and CEO Jensen Huang at the annual global Lenovo Tech World keynote held in Austin, Texas, where they discussed businesses' need for end-to-end solutions that bring together accelerated systems, AI software and expert services to quickly build and run custom AI models using their own data. Supported by the new Lenovo AI Professional Services Practice, the solutions enable enterprises to use a hybrid cloud approach - building their custom AI models using NVIDIA AI Foundations cloud service and then running them with on-prem Lenovo systems powered by NVIDIA's latest hardware and software designed for generative AI.

This week, Alan Wake 2 launches with incredible fully ray-traced graphics, accelerated and enhanced by NVIDIA DLSS 3.5's complete suite of AI-powered technologies. GeForce RTX 40 Series gamers will receive the definitive day-one experience: frame rates are multiplied by an average of 4.5X at 4K, ray tracing is even more immersive thanks to Ray Reconstruction, and Reflex makes gameplay even more responsive. Additionally, gamers can soon enable DLSS in Ikonei Island: An Earthlock Adventure, and Shadows of Doubt, two highly rated indie games.

These new DLSS integrations follow last week's DLSS launches, which saw NARAKA: BLADEPOINT, Slender: The Arrival, and Warhammer: Vermintide 2 introduce support for DLSS 3, and HOT WHEELS UNLEASHED 2 - Turbocharged and AirportSim release with DLSS 2.

Generative AI is one of the most important trends in the history of personal computing, bringing advancements to gaming, creativity, video, productivity, development and more. And GeForce RTX and NVIDIA RTX GPUs, which are packed with dedicated AI processors called Tensor Cores, are bringing the power of generative AI natively to more than 100 million Windows PCs and workstations.

Today, generative AI on PC is getting up to 4x faster via TensorRT-LLM for Windows, an open-source library that accelerates inference performance for the latest AI large language models, like Llama 2 and Code Llama. This follows the announcement of TensorRT-LLM for data centers last month. NVIDIA has also released tools to help developers accelerate their LLMs, including scripts that optimize custom models with TensorRT-LLM, TensorRT-optimized open-source models and a developer reference project that showcases both the speed and quality of LLM responses.