58 lines
1.8 KiB
YAML
58 lines
1.8 KiB
YAML
# ==========================================
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# ACTUAL TEST CASES
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# ==========================================
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test_cases:
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- name: "Qwen3.5-27B-w8a8"
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model: "Eco-Tech/Qwen3.5-27B-w8a8-mtp"
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envs:
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VLLM_USE_MODELSCOPE: "true"
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PYTORCH_NPU_ALLOC_CONF: "expandable_segments:True"
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HCCL_BUFFSIZE: "1024"
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HCCL_OP_EXPANSION_MODE: "AIV"
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OMP_NUM_THREADS: "1"
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TASK_QUEUE_ENABLE: "1"
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VLLM_ASCEND_ENABLE_PREFETCH_MLP: "1"
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VLLM_ASCEND_ENABLE_DENSE_OPTIMIZE: "1"
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VLLM_ASCEND_ENABLE_NZ: "1"
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VLLM_ASCEND_ENABLE_FUSED_MC2: "1"
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SERVER_PORT: "DEFAULT_PORT"
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server_cmd:
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- "--tensor-parallel-size"
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- "2"
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- "--port"
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- "$SERVER_PORT"
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- "--max-num-seqs"
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- "128"
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- "--quantization"
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- "ascend"
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- "--max-model-len"
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- "262144"
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- "--max-num-batched-tokens"
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- "8192"
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- "--trust-remote-code"
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- "--gpu-memory-utilization"
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- "0.95"
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- "--additional-config"
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- '{"enable_cpu_binding":true, "enable_weight_nz_layout":true}'
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- "--speculative_config"
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- '{"method": "qwen3_5_mtp", "num_speculative_tokens": 3,"enforce_eager": true}'
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- "--compilation-config"
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- '{"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]}'
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- "--mm-processor-cache-gb"
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- "0"
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- "--mm_processor_cache_type"
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- "shm"
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benchmarks:
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perf:
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case_type: performance
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dataset_path: vllm-ascend/GSM8K-in3500-bs8000-qwen3
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request_conf: vllm_api_stream_chat
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dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
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num_prompts: 128
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max_out_len: 1500
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batch_size: 32
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request_rate: 0
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baseline: 604
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threshold: 0.97
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