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Ciru.ai - Crown 👑

@ciruai • 7,945 subscribers

Efficient inference, agent behavior, and rigorous evaluation AI is about the workflow, not the model. AMD Halo X Group Chat: https://t.co/NqMCJamWhI

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64 agents. Two AMD Strix Halo desktops. Everything running local. 32 builds per machine, all at the same time. Games, apps, tools, websites. Each one generating its own working HTML/CSS/JS project. 64 apps finished in 5:32. 1,166 tok/s combined peak 662 tok/s combined average ~220,000 output tokens All from two Ryzen AI MAX+ 395 systems running my optimized Gemma 4 26B stack. And these aren't screenshots. You can open the wall and actually use what they built: AMD provided one of the two Ryzen AI Halo systems used for this demo. Try the custom Ciru model for yourself:

64 agents. Two AMD Strix Halo desktops. Everything running local. 32 builds per machine, all at the same time. Games, apps, tools, websites. Each one generating its own working HTML/CSS/JS project. 64 apps finished in 5:32. 1,166 tok/s combined peak 662 tok/s combined average ~220,000 output tokens All from two Ryzen AI MAX+ 395 systems running my optimized Gemma 4 26B stack. And these aren't screenshots. You can open the wall and actually use what they built: AMD provided one of the two Ryzen AI Halo systems used for this demo. Try the custom Ciru model for yourself:

Ciru.ai - Crown 👑

11,689 次观看 • 1 个月前

32 parallel runs on the AMD Strix Halo hitting 290 t/sec (highly prompt dependent) with Gemma4 26b QAT MTP. I made 32 separate little web games and html pages. Check them out here: That's about one finished game/app every 10 seconds. Some of them are pretty cool!

32 parallel runs on the AMD Strix Halo hitting 290 t/sec (highly prompt dependent) with Gemma4 26b QAT MTP. I made 32 separate little web games and html pages. Check them out here: That's about one finished game/app every 10 seconds. Some of them are pretty cool!

Ciru.ai - Crown 👑

16,879 次观看 • 4 个月前

This video plays a lot differently now..

This video plays a lot differently now..

Ciru.ai - Crown 👑

28,201 次观看 • 2 年前

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