Inference engines are making a huge difference.
This is a dev post classified by AGK Intelligence as AI dev tools (a tool drop), kept by the Dev Radar because it carries real work, not commentary.
Inference engines are making a huge difference. In this case, same AMD PRO 495, same giant Qwen model, 3x the performance. 23 tps → 75 tps. The upgrade was software. GMKtec just published results for Qwen3.8-Flash-Next on its EVO-X5 Pro / Ryzen AI Max+ PRO 495. 🦙 llama.cpp → ~23 tps ⚡ Halogen → ~75 tps sustained That's more than 3× faster on the same underlying Strix Halo hardware. And in repetitive workloads, they report peaks of 🚀 94 tps generation 📥 up to 2,000 tps prefill So what is Halogen doing differently? Halogen specializes to the extreme! 🎯 AMD Strix Halo / gfx1151 🎯 Qwen3
Posted by David Hendrickson (12.6k followers) 2 h ago · 5 likes · 681 views · view the original post on X. Kept by the Dev Radar as AI dev tools.
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