llama.cpp
A C/C++ engine for running LLMs locally.
ToolAI & MLlocal-llminferencelogprobslocal-inferencellmggufcpu-offload
Recommended in 3 threads
IBM CEO says open weight models are now good and cheap on-premtheregister.com ·
Gives decent performance on a single GPU with RAM offload.
Five Qwen3.8-27B models match Fable 5 Using GVS5H Harnessgithub.com ·
Used with a detailed config to run Qwen 27B on a 24GB GPU.
Using LLM for confidence scoring is a bad idearumple.github.io ·
Can expose next-token likelihoods over constrained label tokens without patching.
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