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Nvidia Unveils NIM for Seamless Deployment of AI Models in Production

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Nvidia unveiled Nvidia NIM, a new software platform intended to speed up the deployment of personalized and pre-trained AI models into production environments, at its GTC conference today. By combining a model with an optimized inferencing engine and packing it into a container that can be accessed as a microservice, NIM takes the software work that Nvidia has done around inferencing and optimizing models and makes it easily accessible.

According to Nvidia, if the company had any internal AI talent at all, it would normally take developers weeks, if not months, to ship similar containers. For businesses looking to accelerate their AI roadmap, Nvidia’s NIM clearly aims to build an ecosystem of AI-ready containers that use its hardware as the base layer and these carefully chosen microservices as the main software layer.

Currently, NIM supports open models from Google, Hugging Face, Meta, Microsoft, Mistral AI, Stability AI, A121, Adept, Cohere, Getty Images, and Shutterstock in addition to models from NVIDIA. To make these NIM microservices available on SageMaker, Kubernetes Engine, and Azure AI, respectively, Nvidia is already collaborating with Amazon, Google, and Microsoft. Additionally, they’ll be incorporated into LlamaIndex, LangChain, and Deepset frameworks.

In a press conference held prior to today’s announcements, Manuvir Das, Nvidia’s head of enterprise computing, stated, “We believe that the Nvidia GPU is the best place to run inference of these models on […] and we believe that NVIDIA NIM is the best software package, the best runtime, for developers to build on top of so that they can focus on the enterprise applications — and just let Nvidia do the work to produce these models for them in the most efficient, enterprise-grade manner, so that they can just do the rest of their work.”“

TensorRT, TensorRT-LLM, and Triton Inference Server will be the inference engines used by Nvidia. Nvidia microservices that will be made available via NIM include the Earth-2 model for weather and climate simulations, cuOpt for routing optimizations, and Riva for customizing speech and translation models.

The Nvidia RAG LLM operator, for instance, will soon be available as a NIM, a move that the company hopes will simplify the process of creating generative AI chatbots that can extract unique data.

Without a few announcements from partners and customers, this wouldn’t be a developer conference. Presently, NIM’s clientele includes companies like Box, Cloudera, Cohesity, Datastax, Dropbox, and NetApp.

NVIDIA founder and CEO Jensen Huang stated, “Established enterprise platforms are sitting on a goldmine of data that can be transformed into generative AI copilots.” “These containerized AI microservices, developed with our partner ecosystem, are the building blocks for enterprises in every industry to become AI companies.”

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Windows 11 PCs with Arm Processors now have an Official ISO for Clean Installations

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Power users occasionally prefer to start over when they acquire a new computer, so they follow the pro-gamers’ advice and reinstall Windows using a brand-new ISO image that comes straight from Microsoft and is free of bloatware and needlessly complex “driver management programs.” Up until recently, the new Snapdragon laptops’ more specialized version of Windows 11 didn’t support that.

The Windows 11 build on these new laptops is unusual because of the Arm64-based hardware, which differs from the typical x86 and x64 innards found in most laptops and desktops. Microsoft has finally released a disk image (or ISO file) for these devices after several months of waiting. To perform a direct reinstallation or make a bootable flash drive for a different device, you may now download it straight from Microsoft’s website. It is identical to the installation media utility that is currently available.

Be aware that there may be some glitches if you use this method for a fresh install. Compared to previous designs, the Snapdragon X system-on-a-chip has a lot fewer hardware variables, but because it’s so new, Windows Update might not include all the necessary components. You may need to use an Ethernet connection or the old-fashioned sneakernet to manually load drivers from another computer. You may also need to do some Googling to locate all the files you require for that.

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OPPO Reno 13 series will debut in China shortly, with India following in 2025

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According to reports, OPPO, a Chinese firm, is getting ready to introduce its Reno 13 series smartphones in its native nation this month. As per 91Mobiles, the OPPO Reno 13 and Reno 13 Pro models are anticipated to debut in China on November 25. The Indian launch is probably set for January 2025. The smartphone series that debuted in July of this year, the Reno 12 series, will be replaced by the Reno 13 series.

Information regarding the specifications of the new Reno 13 and Reno 13 Pro smartphones has leaked online, although the business has not yet confirmed the launch date. These are the specifics:

OPPO Reno 13 Series: Anticipations

It is anticipated that the OPPO Reno 13 Pro would have a 6.78-inch, quad-curved OLED screen with 1.5K resolution. In contrast, the slightly smaller 6.7-inch display with FHD+ resolution is found on the OPPO Reno 12 Pro. In China, the Pro model is probably going to be powered by the MediaTek Dimensity 8350 chipset, while in India, it might have a different processor. A 50MP primary camera, an 8MP ultrawide sensor, and a 50MP telephoto sensor with 3x optical zoom are anticipated to be included in the OPPO Reno 13 Pro’s photographic setup. Most likely, the front camera will include a 50MP sensor.

With a 5,900mAh battery as opposed to the 5,000mAh battery on the Reno 12 Pro, the Reno 13 Pro is anticipated to significantly increase battery capacity. Additionally, it is anticipated that the smartphone would support both 50W wireless and 80W wired charging. Additionally, an IP68/IP69 designation for water and dust protection could increase its durability.

Although the price of the smartphones in the Reno 13 series is not well known, it is anticipated to be similar to that of its predecessor. For comparison, the 12GB RAM + 256GB storage version of the OPPO Reno 12 Pro launched at Rs 36,999, while the 8GB RAM + 256GB storage version of the vanilla model cost Rs 32,999.

OPPO Reno 13 Pro: Anticipated features

  • Display: 6.78-inch OLED, quad-curved, with a refresh rate of 120 Hz and a resolution of 1.5K
  • processor: MediaTek Dimensity 8350
  • rear camera: 50MP primary, 8MP ultra-wide, and 50MP telephoto (3x zoom)
  • front camera: 50MP
  • Battery: 5,900mAh
  •  Charging: 50W wireless and 80W wired
  • IP rating: IP68/IP69; operating system: ColorOS 15 based on Android 15

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Apple has released Final Cut Pro 11, an AI-powered program

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Apple introduced Final Cut X thirteen years ago. Considering that the video-editing program marked its 25th birthday this April, that represents just over half of its lifetime. Some have questioned whether the corporation has discreetly withdrawn the offering due to its multiple lifetimes in the consumer software industry.

Final Cut Pro finally reaches level 11, after 13 years of waiting, and Apple is no longer playing around. On Wednesday, the program will be accessible for download. After a 90-day trial period, new users will need to pay $300 to buy Final Cut Pro 11 from the Mac App Store, while current users will receive it as a free update.

What specifically justified the much anticipated move to 11? AI is two letters. The business is using AI to power new features just weeks after releasing Apple Intelligence for iOS, iPadOS, and MacOS.

Magnetic Mask is at the top of the list because it makes it simple to crop objects and people out of videos without using a green screen.

According to Apple, “This powerful and precise automatic analysis provides additional flexibility to customize backgrounds and environments,” “Editors can also combine Magnetic Mask with color correction and video effects, allowing them to precisely control and stylize each project.”

Transcribe to Captions, which basically adds text to Final Cut’s timeline, is the second standout AI-based tool here. The company claims that its in-house large language model (LLM) powers that feature.

Apple’s problematic mixed-reality headset is the subject of this article’s other major headline. The most recent iPhones now have the capability to record Spatial Video, and Final Cut may be used to edit that footage. It is possible to add effects, color correct the video, and change the titles’ depth placement.

Apple is reportedly working on a more inexpensive variant, even though CEO Tim Cook has acknowledged that the $3,500 headgear isn’t the mainstream consumer product the company wanted. Along with the iPhone 15 Pro and all iPhone 16 models, the Vision Pro itself can record spatial video. Additionally, Canon just unveiled a new twin lens that works with R7 cameras.

Additionally, there are various time-saving features in the new Final Cut. For example, Magnetic Timeline allows you to swiftly rearrange clips while maintaining audio and video synchronization.

According to Apple, Final Cut Pro 11 was developed especially for the M-series of CPUs, which are its first-party silicon. This includes having more simultaneous 4K and 8K playback capabilities.

Apple claims that the M-series of chips, their first-party silicon, were the reason behind the creation of Final Cut Pro 11. This includes the capacity to play back several 4K and 8K ProRes video streams at once.

Final Cut Pro for iPad 2.1 is being released by Apple concurrently with the eagerly anticipated release of Pro 11. The brightness and color of the touched-based interface will be increased, and the workflow will be enhanced as well. Starting on Wednesday, current users can also obtain that for free.

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