Plus in local generation you're not limited by the platform moderation that can be too strict and arbitrary and fail with the false positives.
Yes comfy UI can be intimidating at first vs an easy to use chatgpt-like ui, but the lack of control make me feel these tools will still not being used in professional productions in the short term, but more in small YouTube channels and smaller productions.
Foundation models are starting to outstrip any consumer hardware we have.
If Nvidia wants to stay ahead of Google's data center TPUs for running all of these advanced workloads, they should make edge GPU compute a priority.
There's a future where everything is a thin client to Google's data centers. Nvidia should do everything in its power to prevent that from happening.
Last time I checked, they couldn't produce enough H100s/GB100s to satisfy demand from everyone and their mother running a data center. And their most recent consumer hardware offerings have been repeatedly called a "paper launch" - probably because consumer hardware isn't a priority, given the price (and profit) delta.
Nobody is running H100s at home, nor are most video companies running ones. So the choice for them is to "rent" them from Google, or... invest a lot in almost impossible to obtain Nvidia hardware? One has lower initial cost, and is available now.
But as long as Google isn't their _only_ customer, why would Nvidia care?
there has always been, the mainframe concept is not new. but it goes in and out of fashion.
>>>> mainframe
<<<< personalpc
>>>> web pages/social media
<<<< personal phones/edge
>>>> cloud ai
<<<< ???? personal robotics, chips and ai ???
>>>> ???? rented swarms ???
It's for advertising.
The Tencent Hunyuan team is cooking.
Hunyuan Image 2.0 [1] was announced on Friday and it's pretty amazing. It's extremely high quality text-to-image and image-to-image with millisecond latency [2]. It's so fast that they've built a real time 2D drawing canvas application with it that pretty much duplicates Krea's entire product offering.
Unfortunately it looks like the team is keeping it closed source unlike their previous releases.
Hunyuan 3D 2.0 was good, but they haven't released the stunning and remarkable Hunyuan 3D 2.5 [3].
Hunyuan Video hasn't seen any improvements over Wan, but Wan also recently had VACE [4], which is a multimodal control layer and editing layer. The Comfy folks are having a field day with VACE and Wan.
[1] https://wtai.cc/item/hunyuan-image-2-0
[2] https://www.youtube.com/watch?v=1jIfZKMOKME&t=1351s
[3] https://www.reddit.com/r/StableDiffusion/comments/1k8kj66/hu...
Generating a long video one shot at a time kind of makes sense, as long as there's good consistency between shots
But what it means, that with time, Opensource will be as good as what commercial offerings now have. Hardware will get cheaper, research is open or delayed open.
These larger companies are clearly going after the agency/hollywood use cases. It'll be fascinating to see when they become the default rather than a niche option - that time seems to be drawing closer faster than anticipated. The results here are great, but they're still one or two generations off.