Initial SQL-only 1C adapter baseline

core/deploy/docker-gpu/transformers/audio.compose.yaml

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+name: llm-transformers-audio
+
+services:
+  audio-api:
+    image: ${TRANSFORMERS_IMAGE:-vllm/vllm-openai:v0.10.2}
+    container_name: ${TRANSFORMERS_CONTAINER_NAME:-llm-transformers-audio}
+    restart: unless-stopped
+    ipc: host
+    ports:
+      - "${TRANSFORMERS_HOST_PORT:-8020}:8020"
+    environment:
+      HF_HOME: /root/.cache/huggingface
+      MODEL_PATH: ${MODEL_PATH:-/models/audio/whisper-large-v3-turbo}
+      SERVED_MODEL_NAME: ${SERVED_MODEL_NAME:-whisper-large-v3-turbo}
+      PORT: "8020"
+      LOAD_ON_START: ${LOAD_ON_START:-0}
+    volumes:
+      - ${HOST_APP_DIR:-Z:/LLM/model-chat-app}:/app
+      - ${HOST_MODELS_DIR:-Z:/LLM/models}:/models
+      - ${HOST_HF_CACHE_DIR:-Z:/LLM/models/cache/huggingface}:/root/.cache/huggingface
+    working_dir: /app
+    entrypoint: python3
+    command:
+      - scripts/transformers_plugin_server.py
+      - --plugin
+      - audio
+      - --host
+      - 0.0.0.0
+      - --port
+      - "8020"
+    deploy:
+      resources:
+        reservations:
+          devices:
+            - driver: nvidia
+              count: all
+              capabilities:
+                - gpu