Initial SQL-only 1C adapter baseline

docs/runbooks/deploy-llama-cpp-gguf.md

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+# Deploy llama.cpp GGUF
+
+Цель: поднять GGUF-модель `Devstral Small 2 24B Instruct 2512 Q4_K_M` через `llama-server` на `docker-gpu.cin.su`.
+
+## Model
+
+- Repo: `bartowski/mistralai_Devstral-Small-2-24B-Instruct-2512-GGUF`
+- File: `mistralai_Devstral-Small-2-24B-Instruct-2512-Q4_K_M.gguf`
+- Size: `14334438272` bytes
+- Registry card: `registry/model-cards/devstral-small-2-24b-instruct-2512-q4_k_m.yaml`
+
+## Download
+
+Resume-safe local download:
+
+```powershell
+powershell -NoProfile -ExecutionPolicy Bypass -File scripts/download_devstral_gguf.ps1
+```
+
+The script can be re-run after network failures.
+
+## Compose
+
+```text
+core/deploy/docker-gpu/llama-cpp/compose.yaml
+core/deploy/docker-gpu/llama-cpp/.env.example
+```
+
+## Run
+
+```powershell
+powershell -NoProfile -ExecutionPolicy Bypass -File scripts/deploy_llama_cpp.ps1 -Pull
+```
+
+Проверить compose без запуска:
+
+```powershell
+powershell -NoProfile -ExecutionPolicy Bypass -File scripts/deploy_llama_cpp.ps1 -ConfigOnly
+```
+
+Остановить сервис:
+
+```powershell
+powershell -NoProfile -ExecutionPolicy Bypass -File scripts/deploy_llama_cpp.ps1 -Down
+```
+
+## Check
+
+```powershell
+python scripts/check_inference_endpoint.py --base-url http://docker-gpu.cin.su:8080 --expected-model devstral-1c-q4 --print
+```
+
+```powershell
+python scripts/smoke_chat.py --base-url http://docker-gpu.cin.su:8080 --model devstral-1c-q4
+```