550 lines
17 KiB
YAML
550 lines
17 KiB
YAML
# ==========================================
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# ACTUAL TEST CASES
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# ==========================================
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_envs: &envs
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HCCL_BUFFSIZE: "1024"
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HCCL_OP_EXPANSION_MODE: "AIV"
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PYTORCH_NPU_ALLOC_CONF: "expandable_segments:True"
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OMP_NUM_THREADS: "1"
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TASK_QUEUE_ENABLE: "1"
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VLLM_USE_MODELSCOPE: "true"
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SERVER_PORT: "DEFAULT_PORT"
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test_cases:
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- name: "Qwen3.5-27B-w8a8-in3.5k-140-35"
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model: "Eco-Tech/Qwen3.5-27B-w8a8-mtp"
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envs:
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<<: *envs
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server_cmd:
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- "--tensor-parallel-size"
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- "2"
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- "--data-parallel-size"
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- "1"
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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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- "128000"
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- "--max-num-batched-tokens"
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- "16384"
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- "--trust-remote-code"
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- "--gpu-memory-utilization"
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- "0.9"
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- "--additional-config"
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- '{"enable_cpu_binding":true}'
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- "--speculative_config"
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- '{"method": "qwen3_5_mtp", "num_speculative_tokens": 3}'
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- "--compilation-config"
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- '{"cudagraph_capture_sizes":[1,4,8,12,16,24,32,48,56,64,72,84,96,108,112,128,160,172,196,200,212,232,256,272,288,312,328,344,360,384,400,416,432,448,480,512], "cudagraph_mode":"FULL_DECODE_ONLY"}'
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- "--mm-processor-cache-gb"
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- "0"
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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: 140
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max_out_len: 1500
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batch_size: 35
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request_rate: 0
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baseline: 610.22
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threshold: 0.97
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- name: "Qwen3.5-27B-w8a8-in16k-56-14"
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model: "Eco-Tech/Qwen3.5-27B-w8a8-mtp"
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envs:
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<<: *envs
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server_cmd:
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- "--data-parallel-size"
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- "1"
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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-model-len"
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- "18432"
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- "--max-num-batched-tokens"
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- "16384"
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- "--max-num-seqs"
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- "128"
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- "--gpu-memory-utilization"
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- "0.9"
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- "--compilation-config"
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- '{"cudagraph_capture_sizes":[1,4,8,12,16,24,32,48,56,64,72,84,96,108,112,128,160,172,196,200,212,232,256,272,288,312,328,344,360,384,400,416,432,448,480,512], "cudagraph_mode":"FULL_DECODE_ONLY"}'
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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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- "--trust-remote-code"
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- "--allowed-local-media-path"
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- "/"
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- "--quantization"
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- "ascend"
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- "--mm-processor-cache-gb"
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- "0"
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- "--additional-config"
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- '{"enable_cpu_binding":true}'
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- "--no-enable-prefix-caching"
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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_prefix0_in16384_bs200_qwen
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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: 56
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max_out_len: 1024
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batch_size: 14
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request_rate: 0
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baseline: 221.22
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threshold: 0.97
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- name: "Qwen3.5-27B-w8a8-in32k-56-14"
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model: "Eco-Tech/Qwen3.5-27B-w8a8-mtp"
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envs:
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<<: *envs
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server_cmd:
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- "--data-parallel-size"
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- "1"
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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-model-len"
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- "34304"
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- "--enable-prefix-caching"
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- "--max-num-batched-tokens"
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- "16384"
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- "--max-num-seqs"
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- "128"
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- "--gpu-memory-utilization"
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- "0.9"
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- "--compilation-config"
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- '{"cudagraph_capture_sizes":[1,4,8,12,16,24,32,48,56,64,72,84,96,108,112,128,160,172,196,200,212,232,256,272,288,312,328,344,360,384,400,416,432,448,480,512], "cudagraph_mode":"FULL_DECODE_ONLY"}'
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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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- "--trust-remote-code"
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- "--allowed-local-media-path"
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- "/"
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- "--quantization"
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- "ascend"
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- "--mm-processor-cache-gb"
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- "0"
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- "--additional-config"
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- '{"enable_cpu_binding":true}'
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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_prefix90_in32768_bs100_qwen
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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: 56
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max_out_len: 512
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batch_size: 14
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request_rate: 0
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baseline: 197.00
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threshold: 0.97
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- name: "Qwen3.5-27B-w8a8-in64k-16-4"
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model: "Eco-Tech/Qwen3.5-27B-w8a8-mtp"
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envs:
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<<: *envs
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server_cmd:
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- "--data-parallel-size"
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- "1"
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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-model-len"
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- "67584"
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- "--max-num-batched-tokens"
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- "16384"
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- "--max-num-seqs"
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- "128"
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- "--gpu-memory-utilization"
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- "0.9"
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- "--compilation-config"
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- '{"cudagraph_capture_sizes":[1,6,12,18,24,30,36,42,48,54,72,78,84,90,96,102,108,144,192], "cudagraph_mode":"FULL_DECODE_ONLY"}'
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- "--speculative_config"
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- '{"method": "qwen3_5_mtp", "num_speculative_tokens": 5, "enforce_eager": true}'
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- "--trust-remote-code"
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- "--allowed-local-media-path"
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- "/"
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- "--quantization"
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- "ascend"
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- "--mm-processor-cache-gb"
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- "0"
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- "--additional-config"
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- '{"enable_cpu_binding":true}'
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- "--no-enable-prefix-caching"
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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_prefix0_in65536_bs100_qwen
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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: 16
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max_out_len: 1024
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batch_size: 4
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request_rate: 0
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baseline: 56.17
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threshold: 0.97
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- name: "Qwen3.5-27B-w8a8-in64k-48-12"
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model: "Eco-Tech/Qwen3.5-27B-w8a8-mtp"
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envs:
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<<: *envs
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server_cmd:
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- "--data-parallel-size"
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- "1"
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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-model-len"
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- "67584"
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- "--enable-prefix-caching"
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- "--max-num-batched-tokens"
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- "16384"
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- "--max-num-seqs"
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- "128"
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- "--gpu-memory-utilization"
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- "0.9"
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- "--compilation-config"
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- '{"cudagraph_capture_sizes":[1,4,8,12,16,24,32,48,56,64,72,84,96,108,112,128,160,172,196,200,212,232,256,272,288,312,328,344,360,384,400,416,432,448,480,512], "cudagraph_mode":"FULL_DECODE_ONLY"}'
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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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- "--trust-remote-code"
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- "--allowed-local-media-path"
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- "/"
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- "--quantization"
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- "ascend"
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- "--mm-processor-cache-gb"
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- "0"
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- "--additional-config"
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- '{"enable_cpu_binding":true}'
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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_prefix90_in65536_bs1000_qwen
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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: 48
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max_out_len: 1024
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batch_size: 12
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request_rate: 0
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baseline: 195.87
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threshold: 0.97
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- name: "Qwen3.5-27B-w8a8-in128k-28-7"
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model: "Eco-Tech/Qwen3.5-27B-w8a8-mtp"
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envs:
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<<: *envs
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server_cmd:
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- "--data-parallel-size"
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- "1"
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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-model-len"
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- "133120"
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- "--enable-prefix-caching"
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- "--max-num-batched-tokens"
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- "16384"
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- "--max-num-seqs"
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- "128"
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- "--gpu-memory-utilization"
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- "0.9"
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- "--compilation-config"
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- '{"cudagraph_capture_sizes":[1,4,8,12,16,24,32,48,56,64,72,84,96,108,112,128,160,172,196,200,212,232,256,272,288,312,328,344,360,384,400,416,432,448,480,512], "cudagraph_mode":"FULL_DECODE_ONLY"}'
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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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- "--trust-remote-code"
|
|
- "--allowed-local-media-path"
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- "/"
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- "--quantization"
|
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- "ascend"
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- "--mm-processor-cache-gb"
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- "0"
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- "--additional-config"
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- '{"enable_cpu_binding":true}'
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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_prefix90_in131072_bs100_qwen
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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: 28
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max_out_len: 1024
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batch_size: 7
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request_rate: 0
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baseline: 101.12
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threshold: 0.97
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- name: "Qwen3.5-27B-w8a8-in16k-16-4"
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model: "Eco-Tech/Qwen3.5-27B-w8a8-mtp"
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envs:
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<<: *envs
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server_cmd:
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- "--data-parallel-size"
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- "1"
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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-model-len"
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|
- "18432"
|
|
- "--max-num-batched-tokens"
|
|
- "16384"
|
|
- "--max-num-seqs"
|
|
- "128"
|
|
- "--gpu-memory-utilization"
|
|
- "0.9"
|
|
- "--compilation-config"
|
|
- '{"cudagraph_capture_sizes":[1,6,12,18,24,30,36,42,48,54,72,78,84,90,96,102,108,144,192], "cudagraph_mode":"FULL_DECODE_ONLY"}'
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- "--speculative_config"
|
|
- '{"method": "qwen3_5_mtp", "num_speculative_tokens": 5, "enforce_eager": true}'
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|
- "--trust-remote-code"
|
|
- "--allowed-local-media-path"
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|
- "/"
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|
- "--quantization"
|
|
- "ascend"
|
|
- "--mm-processor-cache-gb"
|
|
- "0"
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- "--additional-config"
|
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- '{"enable_cpu_binding":true}'
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- "--no-enable-prefix-caching"
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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_prefix0_in16384_bs200_qwen
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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: 16
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max_out_len: 1024
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batch_size: 4
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request_rate: 0
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baseline: 163.77
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threshold: 0.97
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- name: "Qwen3.5-27B-w8a8-in32k-8-2"
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model: "Eco-Tech/Qwen3.5-27B-w8a8-mtp"
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envs:
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<<: *envs
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server_cmd:
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- "--data-parallel-size"
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|
- "1"
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|
- "--tensor-parallel-size"
|
|
- "2"
|
|
- "--port"
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|
- "$SERVER_PORT"
|
|
- "--max-model-len"
|
|
- "34304"
|
|
- "--max-num-batched-tokens"
|
|
- "16384"
|
|
- "--max-num-seqs"
|
|
- "128"
|
|
- "--gpu-memory-utilization"
|
|
- "0.9"
|
|
- "--compilation-config"
|
|
- '{"cudagraph_capture_sizes":[1,6,12,18,24,30,36,42,48,54,72,78,84,90,96,102,108,144,192], "cudagraph_mode":"FULL_DECODE_ONLY"}'
|
|
- "--speculative_config"
|
|
- '{"method": "qwen3_5_mtp", "num_speculative_tokens": 5, "enforce_eager": true}'
|
|
- "--trust-remote-code"
|
|
- "--allowed-local-media-path"
|
|
- "/"
|
|
- "--quantization"
|
|
- "ascend"
|
|
- "--mm-processor-cache-gb"
|
|
- "0"
|
|
- "--additional-config"
|
|
- '{"enable_cpu_binding":true}'
|
|
- "--no-enable-prefix-caching"
|
|
benchmarks:
|
|
perf:
|
|
case_type: performance
|
|
dataset_path: vllm-ascend/GSM8K_prefix0_in32768_bs100_qwen
|
|
request_conf: vllm_api_stream_chat
|
|
dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
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|
num_prompts: 8
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|
max_out_len: 512
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|
batch_size: 2
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|
request_rate: 0
|
|
baseline: 53.82
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|
threshold: 0.97
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|
- name: "Qwen3.5-27B-w8a8-in32k-16-4"
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|
model: "Eco-Tech/Qwen3.5-27B-w8a8-mtp"
|
|
envs:
|
|
<<: *envs
|
|
server_cmd:
|
|
- "--data-parallel-size"
|
|
- "1"
|
|
- "--tensor-parallel-size"
|
|
- "2"
|
|
- "--port"
|
|
- "$SERVER_PORT"
|
|
- "--max-model-len"
|
|
- "34304"
|
|
- "--enable-prefix-caching"
|
|
- "--max-num-batched-tokens"
|
|
- "16384"
|
|
- "--max-num-seqs"
|
|
- "128"
|
|
- "--gpu-memory-utilization"
|
|
- "0.9"
|
|
- "--compilation-config"
|
|
- '{"cudagraph_capture_sizes":[1,4,8,12,16,24,32,48,56,64,72,84,96,108,112,128,160,172,196,200,212,232,256,272,288,312,328,344,360,384,400,416,432,448,480,512], "cudagraph_mode":"FULL_DECODE_ONLY"}'
|
|
- "--speculative_config"
|
|
- '{"method": "qwen3_5_mtp", "num_speculative_tokens": 3, "enforce_eager": true}'
|
|
- "--trust-remote-code"
|
|
- "--allowed-local-media-path"
|
|
- "/"
|
|
- "--quantization"
|
|
- "ascend"
|
|
- "--mm-processor-cache-gb"
|
|
- "0"
|
|
- "--additional-config"
|
|
- '{"enable_cpu_binding":true}'
|
|
benchmarks:
|
|
perf:
|
|
case_type: performance
|
|
dataset_path: vllm-ascend/GSM8K_prefix90_in32768_bs100_qwen
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|
request_conf: vllm_api_stream_chat
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|
dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
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|
num_prompts: 16
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|
max_out_len: 512
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|
batch_size: 4
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|
request_rate: 0
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|
baseline: 149.23
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threshold: 0.97
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- name: "Qwen3.5-27B-w8a8-in64k-8-2"
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model: "Eco-Tech/Qwen3.5-27B-w8a8-mtp"
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|
envs:
|
|
<<: *envs
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|
server_cmd:
|
|
- "--data-parallel-size"
|
|
- "1"
|
|
- "--tensor-parallel-size"
|
|
- "2"
|
|
- "--port"
|
|
- "$SERVER_PORT"
|
|
- "--max-model-len"
|
|
- "67584"
|
|
- "--max-num-batched-tokens"
|
|
- "16384"
|
|
- "--max-num-seqs"
|
|
- "128"
|
|
- "--gpu-memory-utilization"
|
|
- "0.9"
|
|
- "--compilation-config"
|
|
- '{"cudagraph_capture_sizes":[1,6,12,18,24,30,36,42,48,54,72,78,84,90,96,102,108,144,192], "cudagraph_mode":"FULL_DECODE_ONLY"}'
|
|
- "--speculative_config"
|
|
- '{"method": "qwen3_5_mtp", "num_speculative_tokens": 5, "enforce_eager": true}'
|
|
- "--trust-remote-code"
|
|
- "--allowed-local-media-path"
|
|
- "/"
|
|
- "--quantization"
|
|
- "ascend"
|
|
- "--mm-processor-cache-gb"
|
|
- "0"
|
|
- "--additional-config"
|
|
- '{"enable_cpu_binding":true}'
|
|
- "--no-enable-prefix-caching"
|
|
benchmarks:
|
|
perf:
|
|
case_type: performance
|
|
dataset_path: vllm-ascend/GSM8K_prefix0_in65536_bs100_qwen
|
|
request_conf: vllm_api_stream_chat
|
|
dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
|
|
num_prompts: 8
|
|
max_out_len: 1024
|
|
batch_size: 2
|
|
request_rate: 0
|
|
baseline: 48.52
|
|
threshold: 0.97
|
|
- name: "Qwen3.5-27B-w8a8-in64k-8-2-90"
|
|
model: "Eco-Tech/Qwen3.5-27B-w8a8-mtp"
|
|
envs:
|
|
<<: *envs
|
|
server_cmd:
|
|
- "--data-parallel-size"
|
|
- "1"
|
|
- "--tensor-parallel-size"
|
|
- "2"
|
|
- "--port"
|
|
- "$SERVER_PORT"
|
|
- "--max-model-len"
|
|
- "67584"
|
|
- "--enable-prefix-caching"
|
|
- "--max-num-batched-tokens"
|
|
- "16384"
|
|
- "--max-num-seqs"
|
|
- "128"
|
|
- "--gpu-memory-utilization"
|
|
- "0.9"
|
|
- "--compilation-config"
|
|
- '{"cudagraph_capture_sizes":[1,4,8,12,16,24,32,48,56,64,72,84,96,108,112,128,160,172,196,200,212,232,256,272,288,312,328,344,360,384,400,416,432,448,480,512], "cudagraph_mode":"FULL_DECODE_ONLY"}'
|
|
- "--speculative_config"
|
|
- '{"method": "qwen3_5_mtp", "num_speculative_tokens": 3, "enforce_eager": true}'
|
|
- "--trust-remote-code"
|
|
- "--allowed-local-media-path"
|
|
- "/"
|
|
- "--quantization"
|
|
- "ascend"
|
|
- "--mm-processor-cache-gb"
|
|
- "0"
|
|
- "--additional-config"
|
|
- '{"enable_cpu_binding":true}'
|
|
benchmarks:
|
|
perf:
|
|
case_type: performance
|
|
dataset_path: vllm-ascend/GSM8K_prefix90_in65536_bs1000_qwen
|
|
request_conf: vllm_api_stream_chat
|
|
dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
|
|
num_prompts: 8
|
|
max_out_len: 1024
|
|
batch_size: 2
|
|
request_rate: 0
|
|
baseline: 87.3
|
|
threshold: 0.97
|
|
- name: "Qwen3.5-27B-w8a8-in128k-4-1"
|
|
model: "Eco-Tech/Qwen3.5-27B-w8a8-mtp"
|
|
envs:
|
|
<<: *envs
|
|
server_cmd:
|
|
- "--data-parallel-size"
|
|
- "1"
|
|
- "--tensor-parallel-size"
|
|
- "2"
|
|
- "--port"
|
|
- "$SERVER_PORT"
|
|
- "--max-model-len"
|
|
- "133120"
|
|
- "--enable-prefix-caching"
|
|
- "--max-num-batched-tokens"
|
|
- "16384"
|
|
- "--max-num-seqs"
|
|
- "128"
|
|
- "--gpu-memory-utilization"
|
|
- "0.9"
|
|
- "--compilation-config"
|
|
- '{"cudagraph_capture_sizes":[1,4,8,12,16,24,32,48,56,64,72,84,96,108,112,128,160,172,196,200,212,232,256,272,288,312,328,344,360,384,400,416,432,448,480,512], "cudagraph_mode":"FULL_DECODE_ONLY"}'
|
|
- "--speculative_config"
|
|
- '{"method": "qwen3_5_mtp", "num_speculative_tokens": 3, "enforce_eager": true}'
|
|
- "--trust-remote-code"
|
|
- "--allowed-local-media-path"
|
|
- "/"
|
|
- "--quantization"
|
|
- "ascend"
|
|
- "--mm-processor-cache-gb"
|
|
- "0"
|
|
- "--additional-config"
|
|
- '{"enable_cpu_binding":true}'
|
|
benchmarks:
|
|
perf:
|
|
case_type: performance
|
|
dataset_path: vllm-ascend/GSM8K_prefix90_in131072_bs100_qwen
|
|
request_conf: vllm_api_stream_chat
|
|
dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
|
|
num_prompts: 4
|
|
max_out_len: 1024
|
|
batch_size: 1
|
|
request_rate: 0
|
|
baseline: 36.44
|
|
threshold: 0.97
|