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  1. Liquid AI Releases LFM2.5-VL-3B-DSpark: Speculative Decoding for Vision-Language Models With Up to 3.13x Faster Decoding — MarkTechPost
  2. Ternary Bonsai 2 27B at up to 532 tok/s on one RTX 4090, native Windows: MTP + n-gram speculative decoding in a from-scratch CUDA engine — r/LocalLLM
  3. Updated from 3x3090(2x3090, 1x3090TI) to 2x5090 — r/LocalLLaMA
  4. is switching from llama cpp to vllm worth it — r/LocalLLaMA
  5. Adding logit penalty for "wait", "maybe" and "perhaps" to Qwen models improves their accuracy — r/LocalLLaMA
  6. I ran the Laya model on llama.cpp to test the game of Snake, and the results were excellent. — r/LocalLLM
  7. Qwen3.8-Flash-Next on 12GB VRAM - 65 tokens per second — r/LocalLLM
  8. 2 GPUs, but one in PCIe 3.0 1x slot — r/LocalLLM

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