Managed and external llama.cpp servers for GGUF chat and embeddings.

Distribution

Surface

Managed text models

During interactive setup, Apus installs a pinned, verified llama-server and recommends a model for the Gateway host's available memory, GPU, and disk space. Recommendations start with Qwen3.5 4B (about 2.7 GB) on eligible 8 GiB hosts and scale up as hardware permits. See the current model recommendations for sizes and selection floors.

To use another model, configure params.modelPath, select its llama-cpp/<id> reference, and rerun managed setup. Setup uses that authored route and offers to download it if needed. Custom models are not subject to recommendation memory floors. Existing cached GGUFs remain supported; local memory search can also use embedding-only setup.

Related docs