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  1. Qwen3.8-Flash-Next (125B) on a single Strix Halo mini PC: 44-59 tok/s with speculative decoding, ~1,400 tok/s prefill, engine is open — r/LocalLLaMA
  2. RPC: add `-sm tensor` by am17an · Pull Request #26610 · ggml-org/llama.cpp — r/LocalLLaMA
  3. Uncensored models: what they are and how they work, with a file-by-file hash check of one uncensored Qwen3.8-Flash-Next upload against Qwen's original — r/LocalLLM
  4. Java vllm-like framwork claims 90% of perfomance of llama.cpp on local inference on NVIDIA GPUs by compiling Java to CUDA and cuTile — r/LocalLLM
  5. struggling with llama.cpp 2 x dgx spark mtp files start command (unsloth) — r/LocalLLaMA
  6. llama.cpp on the stage — r/LocalLLaMA
  7. Inference Mode + UI Model Swap + Harness stats (Custom OS) — r/LocalLLM
  8. How comparable is a MacBook Pro M5 Pro 64GB 18/20 vs RTX4090 | 128 GB DDR5 — r/LocalLLM

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