What’s Nvidia’s DLSS 4 “Transformer Mannequin” and why do you have to use it?
It is a new Nvidia GPU technology, which suggests new Nvidia GPU tech, and for players, this one is price sitting up and taking discover.
We hear quite a bit about Nvidia’s DLSS updates every time a brand new technology is launched, and whereas Nvidia’s new multi-frame technology has taken up a whole lot of house within the Blackwell dialogue, DLSS 4’s greatest replace could also be its transformer upscaling mannequin, reasonably than the AI-powered body technology smoothing.
On June 5, the Nvidia transformer mannequin left beta, so Nvidia RTX laptop computer and desktop GPU house owners can benefit from the most recent tech with no need to choose in.
However what’s the transformer mannequin, and why do you have to use it?
What’s Nvidia’s new Transformer Mannequin
Nvidia introduced the brand new DLSS 4 transformer mannequin at CES 2025 in January with the official unveiling of the RTX 50-series. The transformer mannequin replaces the present DLSS convolutional neural community mannequin for clearer graphics upscaling.
This not solely offers quicker framerates, but additionally improves picture high quality when utilizing Nvidia’s Deep Studying Tremendous Sampling, which ought to alleviate some points with visible degradation related to DLSS upscaling.
Nvidia has been engaged on the Transformer Mannequin since 2022 and launched the mannequin in beta for early adopters in January 2025. The transformer mannequin makes use of a “imaginative and prescient transformer” to guage the relative significance of every pixel throughout all the body, over a number of frames. This employs double the parameters of the previous neural community to generate pixels with higher stability, diminished ghosting, increased element, and smoother edges.
Do not care concerning the technical particulars? What it boils all the way down to is that upscaled frames and generated frames in DLSS 4 with the transformer mannequin needs to be clearer and smoother than ever.
How significantly better is the Transformer Mannequin?
As a former lab nerd and {hardware} fanatic, I’ll take any excuse to do some hands-on testing.
So I broke out the Razer Blade 16 (2025) and kicked up a number of of my favourite check video games, Cyberpunk 2077, Monster Hunter Wilds, and Last Fantasy XIV: Dawntrail to see how the video games dealt with the totally different DLSS fashions.
Each Cyberpunk and Monster Hunter are reasonably infamous for being tough benchmarks. Cyberpunk 2077 is already DLSS 4 enabled, whereas Monster Hunter Wilds is simply rocking DLSS 3.7 by default. In the meantime, Last Fantasy XIV is infamous for performing worse with DLSS enabled.
To make sure the brand new transformer mannequin does not decelerate framerates in the course of the upscaled picture course of, we reran the benchmarks to evaluate its influence on benchmark scores. Usually, the transformer mannequin carried out comparably to the previous convolutional neural community mannequin, inside 3-5 fps.
| Header Cell – Column 0 |
Neural Community Mannequin + Body Gen |
Neural Community Mannequin solely |
Transformer mannequin + Body Gen |
Transformer Mannequin solely |
DLSS off |
|---|---|---|---|---|---|
|
Cyberpunk 2077 (RTX Extremely, 1080p, fps) |
267.50 |
70.50 |
275.35 |
74.02 |
73.56 |
|
Cyberpunk 2077 (RTX Extremely, 1600p, fps) |
211.99 |
73.27 |
206.19 |
71.17 |
72.30 |
|
Monster Hunter Wilds (Extremely, 1080p, fps) |
148.18 |
73.36 |
143.08 |
73.88 |
70.86 |
|
Monster Hunter Wilds (Extremely, 1600p, fps) |
138.10 |
75.32 |
134.31 |
72.97 |
65.81 |
|
Last Fantasy XIV: Dawntrail (Excessive Desktop, 1080p, fps) |
N/A |
131.71 |
N/A |
135.65 |
136.263 |
|
Last Fantasy XIV: Dawntrail (Excessive Desktop, 1600p, fps) |
N/A |
116.35 |
N/A |
119.66 |
118.392 |
The DLSS transformer mannequin is not simply RTX 50-series unique
I examined the transformer mannequin on an RTX 5090 laptop computer so as to see the way it handles with the brand new multi-frame technology software program which is 50-series unique, nonetheless, the transformer mannequin is accessible on all Nvidia RTX GPUs from the RTX 20-series as much as the RTX 50-series.
To allow the transformer mannequin, merely set up the most recent Nvidia drivers.
And in case your sport of alternative does not provide DLSS 4 as an possibility, you may pressure the sport to make use of DLSS 4 by utilizing the Nvidia app. Simply go to Graphics, choose your sport, and choose the transformer mannequin in “DLSS Override Mannequin Presets.”
The transformer mannequin alone is not going to drastically enhance your GPU efficiency any greater than the convolutional neural community in DLSS 3 did, however it can make video games look much better, which is nothing to sneeze at. Notably should you’re attempting to carry out for one more GPU technology earlier than upgrading your desktop or laptop computer.
When you’ve got an RTX 50-series laptop computer or are planning to get one from among the many finest gaming laptops, you may get all the advantages of prettier frames and multiframe technology for even smoother gaming experiences.
Really, there is not any purpose NOT to go for the transformer mannequin should you personal an Nvidia RTX GPU.