91 lines
2.2 KiB
YAML
91 lines
2.2 KiB
YAML
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# ==========================================
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# Shared Configurations
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# ==========================================
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_envs: &envs
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OMP_NUM_THREADS: "100"
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OMP_PROC_BIND: "false"
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HCCL_BUFFSIZE: "1024"
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VLLM_RPC_TIMEOUT: "3600000"
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VLLM_EXECUTE_MODEL_TIMEOUT_SECONDS: "3600000"
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SERVER_PORT: "DEFAULT_PORT"
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_server_cmd: &server_cmd
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- "--quantization"
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- "ascend"
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- "--seed"
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- "1024"
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- "--no-enable-prefix-caching"
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- "--data-parallel-size"
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- "2"
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- "--tensor-parallel-size"
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- "8"
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- "--enable-expert-parallel"
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- "--port"
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- "$SERVER_PORT"
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- "--max-model-len"
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- "40960"
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- "--max-num-seqs"
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- "14"
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- "--trust-remote-code"
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_benchmarks_gsm8k: &benchmarks_gsm8k
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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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_benchmarks_aime: &benchmarks_aime
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acc:
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case_type: accuracy
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dataset_path: vllm-ascend/aime2024
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request_conf: vllm_api_general_chat
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dataset_conf: aime2024/aime2024_gen_0_shot_chat_prompt
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max_out_len: 32768
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batch_size: 32
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baseline: 86.67
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threshold: 7
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# ==========================================
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# ACTUAL TEST CASES
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# ==========================================
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test_cases:
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- name: "MTPX-DeepSeek-R1-0528-W8A8-mtp2"
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model: "vllm-ascend/DeepSeek-R1-0528-W8A8"
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envs:
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<<: *envs
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server_cmd: *server_cmd
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server_cmd_extra:
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- "--max-num-batched-tokens"
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- "4096"
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- "--speculative-config"
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- '{"num_speculative_tokens": 2, "method": "mtp"}'
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- "--gpu-memory-utilization"
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- "0.92"
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benchmarks:
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<<: *benchmarks_gsm8k
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- name: "MTPX-DeepSeek-R1-0528-W8A8-mtp3"
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model: "vllm-ascend/DeepSeek-R1-0528-W8A8"
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envs:
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<<: *envs
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HCCL_OP_EXPANSION_MODE: "AIV"
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server_cmd: *server_cmd
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server_cmd_extra:
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- "--max-num-batched-tokens"
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- "2048"
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- "--speculative-config"
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- '{"num_speculative_tokens": 3, "method": "mtp"}'
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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": [56], "cudagraph_mode": "FULL_DECODE_ONLY"}'
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benchmarks:
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<<: *benchmarks_aime
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