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  1. How to Run LFM3-Omni-2B GGUF Locally (Only llama.cpp Makes It Talk Back) — DEV Community — Machine Learning
  2. A 2.6B model on an iPhone that always answers in valid JSON — DEV Community — Machine Learning
  3. NVIDIA RTX Spark: Grace CPU and Blackwell GPU on one package, up to 128GB shared memory — r/ArtificialInteligence
  4. Spark-X2.6-4B DSpark Is Here: More Than 2x Average BF16 Inference Speed — DEV Community — Machine Learning
  5. Which coding agent gets the most out of a local Qwen 3.8 27B? I lined up 10 and logged tokens, cache and sandbox blocks — r/AI_Agents
  6. I dpo post-trained llama-3.1-8b to be 100% more robust against jailbreaks (and measured what it costs) — r/huggingface
  7. Run TeleAI's Xing4.0-29B-A4B GGUF via ik_llama.cpp — Full native mHC/MLA runtime + HF converter — r/LocalLLM
  8. PSA: Upgrade Flash Next to DFlash2 if you haven't! +17% on average — r/LocalLLaMA

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