# ==========================================
# ACTUAL TEST CASES
# ==========================================

test_cases:
  - name: "Qwen3.5-27B-w8a8"
    model: "Eco-Tech/Qwen3.5-27B-w8a8-mtp"
    envs:
      VLLM_USE_MODELSCOPE: "true"
      PYTORCH_NPU_ALLOC_CONF: "expandable_segments:True"
      HCCL_BUFFSIZE: "1024"
      HCCL_OP_EXPANSION_MODE: "AIV"
      OMP_NUM_THREADS: "1"
      TASK_QUEUE_ENABLE: "1"
      VLLM_ASCEND_ENABLE_PREFETCH_MLP: "1"
      VLLM_ASCEND_ENABLE_DENSE_OPTIMIZE: "1"
      VLLM_ASCEND_ENABLE_NZ: "1"
      VLLM_ASCEND_ENABLE_FUSED_MC2: "1"
      SERVER_PORT: "DEFAULT_PORT"
    server_cmd:
      - "--tensor-parallel-size"
      - "2"
      - "--port"
      - "$SERVER_PORT"
      - "--max-num-seqs"
      - "128"
      - "--quantization"
      - "ascend"
      - "--max-model-len"
      - "262144"
      - "--max-num-batched-tokens"
      - "8192"
      - "--trust-remote-code"
      - "--gpu-memory-utilization"
      - "0.95"
      - "--additional-config"
      - '{"enable_cpu_binding":true, "enable_weight_nz_layout":true}'
      - "--speculative_config"
      - '{"method": "qwen3_5_mtp", "num_speculative_tokens": 3,"enforce_eager": true}'
      - "--compilation-config"
      - '{"cudagraph_mode":"FULL_DECODE_ONLY", "cudagraph_capture_sizes":[4,8,12,16,20,24,28,32,36,40,44,48,52,56,60,64,68,72,76,80,84,88,92,96,100,104,108,112,116,120,124,128,132,136,140,144]}'
      - "--mm-processor-cache-gb"
      - "0"
      - "--mm_processor_cache_type"
      - "shm"
    benchmarks:
      perf:
        case_type: performance
        dataset_path: vllm-ascend/GSM8K-in3500-bs8000-qwen3
        request_conf: vllm_api_stream_chat
        dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
        num_prompts: 128
        max_out_len: 1500
        batch_size: 32
        request_rate: 0
        baseline: 604
        threshold: 0.97