330 lines
10 KiB
YAML
330 lines
10 KiB
YAML
# ==========================================
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# ACTUAL TEST CASES
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# ==========================================
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test_cases:
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- name: "Kimi-K2.7-W4A8-in3.5k-out1.5k-TPOT50-0-128-32"
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model: "Eco-Tech/Kimi-K2.7-Code-w4a8"
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envs:
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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_PROC_BIND: "false"
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OMP_NUM_THREADS: "1"
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TASK_QUEUE_ENABLE: "1"
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HCCL_BUFFSIZE: "800"
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VLLM_ASCEND_ENABLE_FLASHCOMM1: "1"
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VLLM_ASCEND_ENABLE_MLAPO: "1"
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VLLM_ASCEND_BALANCE_SCHEDULING: "1"
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VLLM_ASCEND_ENABLE_FUSED_MC2: "1"
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DYNAMIC_EPLB: "true"
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SERVER_PORT: "DEFAULT_PORT"
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server_cmd:
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- "--quantization"
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- "ascend"
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- "--port"
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- "$SERVER_PORT"
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- "--allowed-local-media-path"
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- "/"
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- "--trust-remote-code"
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- "--safetensors-load-strategy"
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- 'prefetch'
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- "--tensor-parallel-size"
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- "8"
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- "--data-parallel-size"
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- "2"
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- "--no-enable-prefix-caching"
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- "--enable-expert-parallel"
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- "--max-num-seqs"
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- "24"
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- "--max-model-len"
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- "6144"
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- "--max-num-batched-tokens"
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- "4096"
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- "--gpu-memory-utilization"
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- "0.85"
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- "--seed"
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- "42"
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- "--async-scheduling"
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- "--compilation-config"
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- '{"cudagraph_mode":"FULL_DECODE_ONLY"}'
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- "--additional-config"
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- '{"eplb_config": {"dynamic_eplb": true},"ascend_compilation_config": {"enable_static_kernel": false}}'
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- "--profiler-config"
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- '{"profiler": "torch", "torch_profiler_dir": "./vllm_profile", "torch_profiler_with_stack": true}'
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- "--mm-processor-cache-gb"
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- "0"
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- "--mm-encoder-tp-mode"
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- "data"
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- "--speculative-config"
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- '{"method": "dflash","model": "z-lab/Kimi-K2.5-DFlash", "num_speculative_tokens": 7}'
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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-bs4096-prefix0-kimi
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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: 1585.1248
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threshold: 0.97
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- name: "Kimi-K2.7-W4A8-in3.5k-out1.5k-TPOT20-0-128-32"
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model: "Eco-Tech/Kimi-K2.7-Code-w4a8"
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envs:
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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_PROC_BIND: "false"
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OMP_NUM_THREADS: "1"
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TASK_QUEUE_ENABLE: "1"
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HCCL_BUFFSIZE: "800"
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VLLM_ASCEND_ENABLE_FLASHCOMM1: "1"
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VLLM_ASCEND_ENABLE_MLAPO: "1"
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VLLM_ASCEND_BALANCE_SCHEDULING: "1"
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VLLM_ASCEND_ENABLE_FUSED_MC2: "1"
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DYNAMIC_EPLB: "true"
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SERVER_PORT: "DEFAULT_PORT"
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server_cmd:
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- "--quantization"
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- "ascend"
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- "--port"
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- "$SERVER_PORT"
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- "--allowed-local-media-path"
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- "/"
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- "--trust-remote-code"
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- "--safetensors-load-strategy"
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- 'prefetch'
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- "--tensor-parallel-size"
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- "8"
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- "--data-parallel-size"
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- "2"
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- "--no-enable-prefix-caching"
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- "--enable-expert-parallel"
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- "--max-num-seqs"
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- "24"
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- "--max-model-len"
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- "6144"
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- "--max-num-batched-tokens"
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- "4096"
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- "--gpu-memory-utilization"
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- "0.85"
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- "--seed"
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- "42"
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- "--async-scheduling"
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- "--compilation-config"
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- '{"cudagraph_mode":"FULL_DECODE_ONLY"}'
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- "--additional-config"
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- '{"eplb_config": {"dynamic_eplb": true},"ascend_compilation_config": {"enable_static_kernel": false}}'
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- "--profiler-config"
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- '{"profiler": "torch", "torch_profiler_dir": "./vllm_profile", "torch_profiler_with_stack": true}'
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- "--mm-processor-cache-gb"
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- "0"
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- "--mm-encoder-tp-mode"
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- "data"
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- "--speculative-config"
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- '{"method": "dflash","model": "z-lab/Kimi-K2.5-DFlash", "num_speculative_tokens": 7}'
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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-bs4096-prefix0-kimi
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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: 1585.1248
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threshold: 0.97
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- name: "Kimi-K2.7-W4A8-in64k-out1k-TPOT50-90-24-6"
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model: "Eco-Tech/Kimi-K2.7-Code-w4a8"
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envs:
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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_PROC_BIND: "false"
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OMP_NUM_THREADS: "1"
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TASK_QUEUE_ENABLE: "1"
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HCCL_BUFFSIZE: "1300"
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VLLM_ASCEND_ENABLE_FLASHCOMM1: "1"
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VLLM_ASCEND_ENABLE_MLAPO: "1"
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VLLM_ASCEND_BALANCE_SCHEDULING: "1"
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VLLM_ASCEND_ENABLE_FUSED_MC2: "1"
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DYNAMIC_EPLB: "true"
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SERVER_PORT: "DEFAULT_PORT"
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server_cmd:
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- "--quantization"
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- "ascend"
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- "--port"
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- "$SERVER_PORT"
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- "--allowed-local-media-path"
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- "/"
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- "--trust-remote-code"
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- "--safetensors-load-strategy"
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- 'prefetch'
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- "--tensor-parallel-size"
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- "8"
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- "--data-parallel-size"
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- "2"
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- "--enable-prefix-caching"
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- "--enable-expert-parallel"
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- "--max-num-seqs"
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- "4"
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- "--max-model-len"
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- "67000"
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- "--max-num-batched-tokens"
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- "8192"
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- "--gpu-memory-utilization"
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- "0.87"
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- "--seed"
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- "42"
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- "--async-scheduling"
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- "--compilation-config"
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- '{"cudagraph_mode":"FULL_DECODE_ONLY"}'
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- "--additional-config"
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- '{"eplb_config": {"dynamic_eplb": true},"ascend_compilation_config": {"enable_static_kernel": false}}'
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- "--profiler-config"
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- '{"profiler": "torch", "torch_profiler_dir": "./vllm_profile", "torch_profiler_with_stack": true}'
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- "--mm-processor-cache-gb"
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- "0"
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- "--mm-encoder-tp-mode"
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- "data"
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- "--speculative-config"
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- '{"method": "dflash","model": "z-lab/Kimi-K2.5-DFlash", "num_speculative_tokens": 7}'
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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_kimi
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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: 24
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max_out_len: 1024
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batch_size: 6
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request_rate: 0
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baseline: 167.6767
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threshold: 0.97
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- name: "Kimi-K2.7-W4A8-in128k-out1k-TPOT50-90-24-6"
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model: "Eco-Tech/Kimi-K2.7-Code-w4a8"
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envs:
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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_PROC_BIND: "false"
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OMP_NUM_THREADS: "1"
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TASK_QUEUE_ENABLE: "1"
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VLLM_ASCEND_ENABLE_MLAPO: "1"
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HCCL_BUFFSIZE: "1500"
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VLLM_ASCEND_ENABLE_FLASHCOMM1: "1"
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VLLM_ASCEND_BALANCE_SCHEDULING: "0"
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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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- "--quantization"
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- "ascend"
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- "--port"
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- "$SERVER_PORT"
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- "--allowed-local-media-path"
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- "/"
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- "--trust-remote-code"
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- "--tensor-parallel-size"
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- "8"
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- "--data-parallel-size"
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- "2"
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- "--enable-expert-parallel"
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- "--max-num-seqs"
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- "10"
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- "--max-model-len"
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- "133120"
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- "--max-num-batched-tokens"
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- "16384"
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- "--gpu-memory-utilization"
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- "0.92"
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- "--seed"
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- "42"
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- "--async-scheduling"
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- "--compilation-config"
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- '{"cudagraph_mode":"FULL_DECODE_ONLY"}'
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- "--profiler-config"
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- '{"profiler": "torch", "torch_profiler_dir": "./vllm_profile", "torch_profiler_with_stack": true}'
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- "--mm-processor-cache-gb"
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- "0"
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- "--mm-encoder-tp-mode"
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- "data"
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- "--speculative-config"
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- '{"method": "dflash","model": "z-lab/Kimi-K2.5-DFlash", "num_speculative_tokens": 15}'
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benchmarks:
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acc:
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case_type: accuracy
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dataset_path: vllm-ascend/aime2025
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request_conf: vllm_api_general_chat
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dataset_conf: aime2025/aime2025_gen_0_shot_chat_prompt
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max_out_len: 32768
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batch_size: 8
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baseline: 96.67
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threshold: 10
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temperature: 1.0
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top_p: 1
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perf:
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case_type: performance
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dataset_path: vllm-ascend/GSM8K_prefix90_in131072_bs1000_kimi
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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: 24
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max_out_len: 1024
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batch_size: 6
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request_rate: 0
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baseline: 95.3761
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threshold: 0.97
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- name: "Kimi-K2.7-W4A8-in254k-out1k"
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model: "Eco-Tech/Kimi-K2.7-Code-w4a8"
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envs:
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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_PROC_BIND: "false"
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OMP_NUM_THREADS: "1"
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TASK_QUEUE_ENABLE: "1"
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VLLM_ASCEND_ENABLE_MLAPO: "1"
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HCCL_BUFFSIZE: "300"
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VLLM_ASCEND_BALANCE_SCHEDULING: "1"
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SERVER_PORT: "DEFAULT_PORT"
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server_cmd:
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- "--quantization"
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- "ascend"
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- "--port"
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- "$SERVER_PORT"
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- "--allowed-local-media-path"
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- "/"
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- "--trust-remote-code"
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- "--tensor-parallel-size"
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- "16"
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- "--data-parallel-size"
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- "1"
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- "--no-enable-prefix-caching"
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- "--enable-expert-parallel"
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- "--max-num-seqs"
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- "1"
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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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- "--gpu-memory-utilization"
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- "0.95"
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- "--seed"
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- "42"
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- "--async-scheduling"
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- "--compilation-config"
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- '{"cudagraph_mode":"FULL_DECODE_ONLY"}'
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- "--profiler-config"
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- '{"profiler": "torch", "torch_profiler_dir": "./vllm_profile", "torch_profiler_with_stack": true}'
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- "--mm-processor-cache-gb"
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- "0"
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- "--mm-encoder-tp-mode"
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- "data"
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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-in254k-bs16-prefix99-kimi
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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: 1
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max_out_len: 1024
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batch_size: 1
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request_rate: 0
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baseline: 7.5611
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threshold: 0.97 |