ducklm/docs/local_llama_server.md

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# Local Llama Server
DuckLM expects an OpenAI-compatible `llama-server` at `http://127.0.0.1:8081/v1` by default.
On the current Radeon RX580 system, `llama.cpp` is built locally with Vulkan:
```bash
bash scripts/llama/build_vulkan.sh
```
The main model is Qwen3.6 35B A3B nonMTP:
```text
models/Qwen3.6/nonMTP/Qwen3.6-35B-A3B-UD-Q4_K_M.gguf
```
Start it in the background with:
```bash
bash scripts/llama/start_main.sh start
```
Manage the process:
```bash
bash scripts/llama/start_main.sh status
bash scripts/llama/start_main.sh logs
bash scripts/llama/start_main.sh logs --follow
bash scripts/llama/start_main.sh restart
bash scripts/llama/start_main.sh stop
```
The local `.env` uses:
```env
DUCK_LLAMA_SERVER_BIN=./vendor/llama.cpp/build/bin/llama-server
DUCK_CTX_SIZE=4096
DUCK_N_GPU_LAYERS=20
DUCK_PARALLEL=1
DUCK_LLAMA_DEVICE=Vulkan0
DUCK_LLAMA_EXTRA_ARGS="--reasoning off --cache-ram 0"
```
MTP is available only through `scripts/llama/start_thinker_mtp_experimental.sh` and is not used by the action JSON endpoint by default.