AINewsnow

Digit-logits-based classifier with llama.cpp

Although I do not completely understand what the big deal is with Jev, it reminded me of something I implemented in mt_llm (which is build around the great llama.cpp) a while back to use a relatively small LLM (e.g. 9B or even smaller) as a kind of classifier without having to rely on the grammar f…

Read the full story at r/LocalLLaMA ↗

Timeline · 1 report

  1. 2026-09-19 05:08 · r/LocalLLaMA
    Digit-logits-based classifier with llama.cpp

More stories

  1. M2 Mac ultra128gb Qwen flash next — r/LocalLLM
  2. Qwen3.8-Flash-Next-Heretic2-IQ4XS on Halogen Flash Server vs llama-server on Strix Halo: 2.3-7.7x prefill speedup with half the VRAM (+ vision works on BYO GGUF) — r/LocalLLM
  3. Multi-hour llama.cpp optimization experiments on Qwen MoE models, patches, benchmarks, and reproduction guides — r/LocalLLM
  4. The bear can dance: Qwen 3.8 27B on one 3090 for 3 weeks — r/LocalLLaMA
  5. CUDA: enable sparse fa for qwen4 by am17an · Pull Request #28770 · ggml-org/llama.cpp — r/LocalLLaMA
  6. focus-llama: a llama.cpp fork implementing Declarative Attention (arXiv:2609.02737) — r/LocalLLaMA
  7. I ran Opencode and PI against the same local model on 3 identical projects, same prompts, same hardware... — r/LocalLLM
  8. I benchmarked 13 model/quant configs on a GPU with no tensor cores (Vega iGPU + Vulkan) and wrote it up as a measurement study — the quant encoding suffix matters more than you'd think — r/LocalLLM

Get the daily brief of stories like this at 6:30 every morning →