initial open-source release

llm_server/start_llm.sh

@@ -0,0 +1,46 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+SCRIPT_DIR="$(cd -- "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+VENV_DIR="${SCRIPT_DIR}/myenv"
+HOST_PORT="${HOST_PORT:-8900}"
+MODEL_DIR="${SCRIPT_DIR}/models/Qwen/Qwen3___6-35B-A3B-FP8"
+
+# 激活虚拟环境
+source "${VENV_DIR}/bin/activate"
+
+# 检查端口占用
+if lsof -i "tcp:${HOST_PORT}" -t >/dev/null 2>&1; then
+  echo "Port ${HOST_PORT} already in use" >&2
+  exit 1
+fi
+
+echo "Starting vLLM server on port ${HOST_PORT} ..."
+echo "Model path: ${MODEL_DIR}"
+
+# 设置环境变量
+export VLLM_USE_MODELSCOPE=true
+export MODELSCOPE_DOWNLOAD_MODE=local
+export MODELSCOPE_HUB_ENABLE_FILE_CHECK=false
+export MODELSCOPE_CACHE="${SCRIPT_DIR}/models"
+export HF_HUB_OFFLINE=1
+export TRANSFORMERS_OFFLINE=1
+export CUDA_VISIBLE_DEVICES=3
+
+# 启动 vLLM 服务
+vllm serve "${MODEL_DIR}" \
+  --port "${HOST_PORT}" \
+  --host 0.0.0.0 \
+  --tensor-parallel-size 1 \
+  --max-model-len 262144 \
+  --reasoning-parser qwen3 \
+  --enable-auto-tool-choice \
+  --tool-call-parser qwen3_coder \
+  --speculative-config '{"method":"qwen3_next_mtp","num_speculative_tokens":2}' \
+  --enable-prefix-caching \
+  --max_num_batched_tokens 4096 \
+  --max_num_seqs 8 \
+  --kv-cache-dtype fp8_e4m3 \
+  --chat-template "${SCRIPT_DIR}/chat_template.jinja" \
+  --safetensors-load-strategy eager \
+  --served-model-name Qwen/Qwen3.6-35B-A3B-FP8