Jesús Hormigo
208 posts

Jesús Hormigo
@JesusHormigo
Chief of Cloud and AI @ Screening Eagle Technologies. CTO & co-founder of Virtually Live. Prev. CTO @ NeuroPro
Malaga, Spain Katılım Nisan 2009
451 Takip Edilen184 Takipçiler
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Jesús Hormigo retweetledi

@Hikari_07_jp RTX PRO 6000 server in a desktop? How’s temp??
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My dual RTX PRO 6000 setup is currently training a Draft model for Qwen 3.6 27B! 🔥
I'm taking the paper DeepSeek dropped on 6/26 and going for a super ambitious application to the 27B scale. Thanks to my homelab, I was able to dive straight in — I read the paper and immediately started experimenting. The amount I've learned has been insane:
- How memory bandwidth bottlenecks speed and clever ways to hack around it
- Methods to train the draft model and boost its accuracy
- Mechanisms to reference tokens all the way back to the previous one to skyrocket draft acceptance rates
- The impact of Attention vs. GateDeltaNet on speculative decoding performance and how to handle those differences
- The unique approaches and trade-offs of MTP, Dflash, JetSpec, and DSpark
I could go on forever, but just from speculative decoding alone I've learned so much. The 27B architecture feels way more DSpark-native than JetSpec, so once draft training finishes, I'm going all-in with DSpark! My goal is to beat existing speculative decoding speeds outright — no task-specific shortcuts or cheating, pure general improvement.
If you're into this kind of research, I'd love to hear your thoughts, impressions, and any suggestions — please reply! 🚀
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Jesús Hormigo retweetledi

NVIDIA Metropolis Blueprint for video search and summarization (VSS) 3 is here.
Now your coding agent can analyze massive live streams and libraries of videos with a simple natural language prompt. Here's what's new:
- 16 new agent skills: Search, summarize, alert, report, review clips. All from natural language prompts.
- One unified open source repo: Source code, Docker and Helm deployment profiles for fast, easy deployment.
- Multi-video reports and Nemotron 3 Nano Omni: Insights across video and audio at scale.
- 3D multi-camera tracking: Production ready + #1 SOTA for smarter scene understanding.
Try VSS skills 👉 nvda.ws/4g0DTY1
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Jesús Hormigo retweetledi

Jesús Hormigo retweetledi
Jesús Hormigo retweetledi

Watch a team of humanoid robots running a full 8-hr shift at human performance levels. This is fully autonomous running Helix-02 x.com/i/broadcasts/1…
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Jesús Hormigo retweetledi
Jesús Hormigo retweetledi

50 years of @Apple
From the early days of the #iPod to bringing the #iPhone into the world, some of the most formative years of my career were spent there. The products and teams stay with you. But more importantly so does how Apple thinks.
A few lessons that have held true for decades:
1) Start with the user, not the tech. The question isn’t “what can we build?” but “what problem actually matters?”
2) Focus is everything. Apple is defined as much by what it says no to as what it builds.
3) End-to-end matters. Hardware, software, services. It all has to work together.
4) Details are the product. What feels small is what users remember.
5) Debate hard. Commit fully.
6) Build for the long term.
We’re in another moment of massive technological change. The fundamentals haven’t changed.
The companies that win build things people actually use and can’t imagine living without.
Congrats to everyone who has been part of Apple’s first 50 years! 🙌

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Jesús Hormigo retweetledi

@experiencecosm is redefining how fans experience live sports, bringing stadium energy into shared reality.
🏟️ 12K+ visuals at 60 FPS make every seat feel courtside
⚡ NVIDIA RTX PRO GPUs speed up rendering and production
🌍 Shared Reality venues unlock a new category of fan engagement
🔗 Read the full customer story: nvda.ws/49gCJ6Z

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Jesús Hormigo retweetledi

Beginning of an exciting journey! 🤖🤩
NVIDIA Robotics@NVIDIARobotics
Bring new robot testing environments to life with @theworldlabs and Isaac Sim. 🤖 If you can describe a world 🌎, you can start testing in it the same day. Learn how to: 1. Export scenes from World Labs' Marble as Gaussian splats 2. Convert to USD using @nvidiaomniverse NuRec 3. Import into NVIDIA Isaac Sim 4. Add a robot and run the simulation Read the guide ➡️ nvda.ws/3N4Yf5K #SIGGRAPHAsia2025
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Jesús Hormigo retweetledi

“There’s a belief that the world’s GDP is somehow limited at $100 trillion,” Jensen Huang, the head of Nvidia, tells TIME. “AI is going to cause that $100 trillion to become $500 trillion.”
The Architects of AI are TIME's 2025 Person of the Year. Read more: time.com/7339685/person…

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Jesús Hormigo retweetledi

Congratulations to our founder and CEO, Jensen Huang, on being named @FT Person of the Year.
This recognition reflects decades of bold technology bets, a distinctive leadership style, and a culture he has built at NVIDIA that believes in tackling the world’s most complex computing problems.
Financial Times@FT
The FT's Person of the Year has been the driving force behind the massive AI boom which has the capacity to reshape the global economy. on.ft.com/4oP0APC
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Jesús Hormigo retweetledi

We are so honored. NVIDIA DGX Spark was just named one of @TIME's Best Inventions of 2025 🏆
Our new desktop AI supercomputer will deliver an unprecedented 1 petaflop of AI compute, right to your workspace, making state-of-the-art AI more accessible than ever. 🙌
We can’t wait to see what innovators build ... stay tuned for updates.
time.com/collections/be…
#SparkSomethingBig ✨

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