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Llama Guard is not a guardrail.

This story is from 2026-10-03. It is preserved in the archive; the latest stories are on the live feed.

We put Granite Guardian and Llama Guard side by side for regulated Brazilian Portuguese. One worked out of the box. The other needed a fine-tuning project before it was useful. Every team shipping LLM features in 2026 eventually asks the same question: what sits between the model and the user? Meta…

Read the full story at DEV Community — AI ↗

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  1. 2026-10-03 15:37 · DEV Community — AI
    Llama Guard is not a guardrail.

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  1. Open source inference engine (like LM Studio or Unsloth Desktop) that optimizes itself for your exact hardware. Compiles and tunes its kernels on your device, so open models run up to 2x faster than llama.cpp. Works on Apple Silicon, NVIDIA, AMD or nothing but a CPU. — r/LocalLLaMA
  2. Qwen4Exp: add MTP by am17an · Pull Request #29761 · ggml-org/llama.cpp — r/LocalLLaMA
  3. Qwen Flash Next MTP work restarted — r/LocalLLaMA
  4. Pi extension: Skip reasoning with local Qwen 27B and proceed to answer right now — r/LocalLLaMA
  5. FreeToken vs llama.cpp on one RTX 3090: llama.cpp is 2–3× faster when the MoE fits in VRAM. On gpt-oss-120b (63 GB), FreeToken gets the first token out 7× faster at 32 concurrent users. — r/LocalLLaMA
  6. Aleph Alpha lanza Kolibri, LLM alemán que activa solo 4,4% de sus parámetros — DEV Community — Machine Learning
  7. Imma just say it, Strata absolutely clowned llama.cpp — r/LocalLLaMA
  8. Claude and Grok built me a local monitoring setup for my AI box: two dashboards, one for the machine, one for model training — r/LocalLLM

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