Turboquant on llama.cpp for Metal using Rust

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s7z7hj/llamacpp_at_100k_stars/"> <img alt="llama.cpp at 100k stars"

<!-- SC_OFF --><div class="md"><p>So i recently updated LMstudio after a long pause and updated my llama.cpp runtimes too.. i was shocked.. i thought maybe something like

<p>Building a production-ready, fault-tolerant Retrieval-Augmented Generation system is an exercise in managing harsh tradeoffs. You want massive context, lightning-fast hybrid

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1t4uj9h/mtp_on_strix_halo_with_llamacpp_pr_22673/"> <img alt="MTP on strix halo with llama.cpp (PR #22673)"

<!-- SC_OFF --><div class="md"><p>b9095 finally makes -sm tensor work on dual consumer Blackwell PCIe GPUs without NCCL</p> <p>If youre on dual Blackwell gpus this look like it

<!-- SC_OFF --><div class="md"><p>PR #22673 (commit 4f13cb7) landed MTP speculative decoding in mainline llama.cpp on May 16. I tested it on two separate rigs.</p> <p>Qwen3.6 27B,

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1tdefy6/llamastudio_webui_for_llamaserver_management/"> <img alt="Llama-Studio, WebUI for llama-server

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s350sj/implementing_turboquant_to_mlx_studio/"> <img alt="Implementing TurboQuant to MLX Studio"