test_name: "test DeepSeek-R1-W8A8 torchair on A2"
model: "vllm-ascend/DeepSeek-R1-0528-W8A8"
num_nodes: 2
npu_per_node: 8
env_common:
  VLLM_USE_MODELSCOPE: true
  HCCL_BUFFSIZE: 1024
  SERVER_PORT: 8080
  OMP_PROC_BIND: false
  OMP_NUM_THREADS: 10


deployment:
  -
    server_cmd: >
      vllm serve vllm-ascend/DeepSeek-R1-0528-W8A8
      --host 0.0.0.0
      --port $SERVER_PORT
      --data-parallel-size 4
      --data-parallel-size-local 2
      --data-parallel-address $LOCAL_IP
      --data-parallel-rpc-port 13399
      --no-enable-prefix-caching
      --max-num-seqs 16
      --tensor-parallel-size 4
      --max-model-len 36864
      --max-num-batched-tokens 6000
      --enable-expert-parallel
      --trust-remote-code
      --quantization ascend
      --gpu-memory-utilization 0.9
      --speculative-config '{"num_speculative_tokens": 1, "method":"deepseek_mtp"}'
      --additional-config '{"torchair_graph_config":{"enabled":true,"enable_multistream_moe":true},"chunked_prefill_for_mla":true,"enable_weight_nz_layout":true}'

  -
    server_cmd: >
      vllm serve vllm-ascend/DeepSeek-R1-0528-W8A8
      --headless
      --data-parallel-size 4
      --data-parallel-rpc-port 13399
      --data-parallel-size-local 2
      --data-parallel-start-rank 2
      --data-parallel-address $MASTER_IP
      --no-enable-prefix-caching
      --max-num-seqs 16
      --tensor-parallel-size 4
      --max-model-len 36864
      --max-num-batched-tokens 6000
      --enable-expert-parallel
      --trust-remote-code
      --quantization ascend
      --gpu-memory-utilization 0.9
      --speculative-config '{"num_speculative_tokens": 1, "method":"deepseek_mtp"}'
      --additional-config '{"torchair_graph_config":{"enabled":true,"enable_multistream_moe":true},"chunked_prefill_for_mla":true,"enable_weight_nz_layout":true}'
benchmarks:
  acc:
    case_type: accuracy
    dataset_path: vllm-ascend/gsm8k
    request_conf: vllm_api_general_chat
    dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_chat_prompt
    max_out_len: 32768
    batch_size: 512
    baseline: 95
    threshold: 5