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| set -eu | |
| MODEL_4B="${CUSTOMER_AI_LOCAL_4B_PATH:-/models/llm-jp-3-3.7b-instruct3-Q4_K_M.gguf}" | |
| MODEL_8B="${CUSTOMER_AI_LOCAL_8B_PATH:-/models/llm-jp-4-8b-instruct-Q4_K_M.gguf}" | |
| for path in "$MODEL_4B" "$MODEL_8B"; do | |
| if [ ! -s "$path" ]; then | |
| echo "local_model_missing=$path" >&2 | |
| exit 1 | |
| fi | |
| done | |
| start_server() { | |
| name="$1" | |
| model="$2" | |
| alias="$3" | |
| port="$4" | |
| threads="$5" | |
| /opt/llama/llama-server \ | |
| --model "$model" \ | |
| --alias "$alias" \ | |
| --host 127.0.0.1 \ | |
| --port "$port" \ | |
| --ctx-size 2048 \ | |
| --threads "$threads" \ | |
| --threads-batch "$threads" \ | |
| --parallel 1 \ | |
| --jinja \ | |
| > "/tmp/${name}.log" 2>&1 & | |
| echo $! | |
| } | |
| # Required topology: two independent 4B runtimes plus one independent 8B runtime. | |
| PID_CONSTRUCTIVE=$(start_server constructive "$MODEL_4B" "llm-jp/llm-jp-3-3.7b-instruct3" 8081 1) | |
| PID_ADVERSARIAL=$(start_server adversarial "$MODEL_4B" "llm-jp/llm-jp-3-3.7b-instruct3" 8082 1) | |
| PID_EVIDENCE=$(start_server evidence "$MODEL_8B" "llm-jp/llm-jp-4-8b-instruct" 8083 1) | |
| check_alive() { | |
| pid="$1" | |
| name="$2" | |
| if ! kill -0 "$pid" 2>/dev/null; then | |
| echo "local_llama_server_exited=$name" >&2 | |
| tail -200 "/tmp/${name}.log" >&2 || true | |
| exit 1 | |
| fi | |
| } | |
| ready=0 | |
| i=0 | |
| while [ "$i" -lt 900 ]; do | |
| check_alive "$PID_CONSTRUCTIVE" constructive | |
| check_alive "$PID_ADVERSARIAL" adversarial | |
| check_alive "$PID_EVIDENCE" evidence | |
| if curl -fsS http://127.0.0.1:8081/health >/dev/null 2>&1 \ | |
| && curl -fsS http://127.0.0.1:8082/health >/dev/null 2>&1 \ | |
| && curl -fsS http://127.0.0.1:8083/health >/dev/null 2>&1; then | |
| ready=1 | |
| break | |
| fi | |
| i=$((i + 1)) | |
| sleep 1 | |
| done | |
| if [ "$ready" -ne 1 ]; then | |
| echo "local_role_models_not_ready" >&2 | |
| for name in constructive adversarial evidence; do | |
| echo "--- ${name} ---" >&2 | |
| tail -100 "/tmp/${name}.log" >&2 || true | |
| done | |
| exit 1 | |
| fi | |
| echo "LOCAL_ROLE_MODELS_READY=constructive:4B@8081,adversarial:4B@8082,evidence:8B@8083,provider:none" | |
| exec uvicorn app:app --host 0.0.0.0 --port "${PORT:-7860}" | |