Field notes from the desk where the models actually run: local LLMs, the gear that feeds them, and the 3D printer humming in the corner. No filler, no hype. If it ships, I ran it.
Google shipped a silent update to Gemma 4 fixing tool-calling bugs, truncated responses, and enabling Flash Attention 4 on Hopper GPUs for a reported 25–70% prefill speedup.
read the story →⚡ Signal over noise
A Reddit report claims the 98GB DeepSeek-V4-Flash quant jumped from 2 to 7 t/s on a single 4060 Ti plus CPU, with no hardware changes between two llama.cpp builds.
One thousand Bondtech Founder's Edition INDX kits are now shipping for the Prusa CORE One. The standard Prusa Edition follows at end of July, with the full first batch out by end of August.
Build b9993 merges PR #25395, adding native hy_v3 architecture support so Tencent's Hunyuan 3 MoE runs locally in llama.cpp, with MTP speculative decoding included.
