Nemotron-4-340B is released today! * Base, Instruct, Reward models * Permissive license * Great for Synthetic Data Generation * Designed to help others build their own models * Sized for inference on 8 NVIDIA H100 GPUs * Competitive across many tasks

So much love and hard work has gone into this model from the entire team. Truly a massive effort and feeling so happy to see it out in public. Excited to see what you create with it soon.

My talk on DLSS 3.5 at HPG 2024 is now available for viewing! 🎥youtube.com/live/qPmwbp7A3… Additionally, my team has an open position! If you have a background in DL, GenAI, or Graphics and are interested in next-gen DLSS, please DM me (X or LinkedIn). Let's innovate together!

We're looking for passionate innovators to join us in developing next-gen DLSS and revolutionizing graphics with AI once again! nvidia.wd5.myworkdayjobs.com/en-US/NVIDIAEx…

No time to make a video, but DLSS Ray Reconstruction in Star Wars Outlaws on PC was fixed in its first patch. Look below to see the difference - none of the trails/flicker. Looks great! Unfortunately, RTXDI still has frame-time issues and areas where perf tanks like at launch.

Steve Jobs was obsessed with hiring "the best people." But how do you actually spot exceptional talent? Here are 10 non-obvious signals to find high-performers:

Introducing NVIDIA Cosmos, an open-source, open-weight Video World Model. It's trained on 20M hours of videos and weighs from 4B to 14B. Cosmos offers two flavors: diffusion (continuous tokens) and autoregressive (discrete tokens); and two generation modes: text->video and

DLSS 4 is the biggest DLSS yet: 8X more efficient graphics for 4K 240Hz rendering 15/16 pixels generated by AI A new transformer based neural network dramatically upgrades image quality for Ray Reconstruction and Super Resolution. youtu.be/qQn3bsPNTyI

Introducing the new era of rendering, powered by GeForce RTX 50 Series and AI ✨ ‘Zorah’ is our new groundbreaking RTX neural rendering tech demo that highlights the latest innovations in shader, geometry, lighting and character technologies. #CES2025 bit.ly/3DMgp7O

Hogwarts Legacy got patched It added mod support, DLSS 4, Ray Reconstruction + RT enhancements and DAMN it looks like a different game! Everything is so crisp! More of the environment is ray traced (No more mods to get lake reflections!) #HogwartsLegacy #RTXOn #DLSS4

🚀 Introducing DiffusionRenderer, a neural rendering engine powered by video diffusion models. 🎥 Estimates high-quality geometry and materials from videos, synthesizes photorealistic light transport, enables relighting and material editing with realistic shadows and reflections

Dear hardware reviewer, I understand that you had some busy days with Blackwell launch, but don't fall asleep with DLSS (Super Resolution) 4. It's so damn good and it benefits the majority of your audience.

The super computer never sleeps. Advancing the SOTA of neural graphics is all we do.

Even though we haven't been publishing papers around DLSS, it takes a tremendous amount of hardcore research to bring AI models like DLSS4 into production. Super happy that we're sharing technical insights on DLSS4 in this report. So proud of the teams!

Extremely proud of the team’s work to make DLSS4 a reality, where team == SW, Devtech, Product, Research … We’re on a mission to reinvent graphics with deep learning and genAI. Come work with us! research.nvidia.com/labs/adlr/DLSS… edliu1105 Bryan Catanzaro

Nice to see Alexander Battaglia and DLSS featured in an IGN video 🎉 youtu.be/bif21z-hddY?si…

Transformer vs. Mixture of Experts in LLMs, clearly explained (with visuals):

We’re excited to share that 🥇Llama Nemotron Super 49B v1.5 -- our latest open reasoning model -- is now #1 on the Artificial Analysis Intelligence Index - a leaderboard that spans advanced math, science, and agentic tasks, in the 70B open model category. Llama Nemotron Super 49B

So proud to see the DLSS teams’ work come to life in Blender — such a labor of love from so many people!