81c6f51a45
### What this PR does / why we need it?
This PR Qwen3.5-27B ;MiniMax-M2.5-w8a8 ;Qwen3.5-397B-w8a8-mtp acc/perf 3
cases on A3, we need test them daily.
- vLLM version: v0.18.0
- vLLM main:
35141a7eed
Signed-off-by: guxin108 <1252896542@qq.com>
68 lines
2.0 KiB
YAML
68 lines
2.0 KiB
YAML
# ==========================================
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# ACTUAL TEST CASES
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# ==========================================
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test_cases:
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- name: "Qwen3.5-397B-A17B-w8a8-mtp"
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model: "Eco-Tech/Qwen3.5-397B-A17B-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: "512"
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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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SERVER_PORT: "DEFAULT_PORT"
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VLLM_ASCEND_ENABLE_FUSED_MC2: "1"
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VLLM_ASCEND_ENABLE_FLASHCOMM1: "1"
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server_cmd:
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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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- "--enable-expert-parallel"
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- "--port"
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- "$SERVER_PORT"
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- "--seed"
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- "1024"
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- "--max-num-seqs"
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- "32"
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- "--quantization"
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- "ascend"
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- "--max-model-len"
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- "133000"
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- "--max-num-batched-tokens"
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- "8096"
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- "--trust-remote-code"
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- "--gpu-memory-utilization"
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- "0.9"
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- "--no-enable-prefix-caching"
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- "--additional-config"
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- '{"enable_cpu_binding":true,"multistream_overlap_shared_expert":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"}'
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- "--async-scheduling"
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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/gsm8k-lite
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request_conf: vllm_api_general_chat
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dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_chat_prompt
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max_out_len: 32768
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batch_size: 32
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baseline: 95
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threshold: 5
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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: 80
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max_out_len: 1500
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batch_size: 20
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request_rate: 0
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baseline: 768.6894
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threshold: 0.97
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