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[Benchmark] Cleanup deprecated nightly benchmark and adjust the docstring for performance benchmark (#25786)

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Signed-off-by: KuntaiDu <kuntai@uchicago.edu>
This commit is contained in:
Kuntai Du
2025-10-29 21:43:37 -07:00
committed by GitHub
parent b5d70751d8
commit 8bff831f0a
29 changed files with 10 additions and 1289 deletions
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21
.buildkite/performance-benchmarks/tests/genai-perf-tests.json Normal file
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[
{
"test_name": "llama8B_tp1_genai_perf",
"qps_list": [4,8,16,32],
"common_parameters": {
"model": "meta-llama/Meta-Llama-3-8B-Instruct",
"tp": 1,
"port": 8000,
"num_prompts": 500,
"reuse_server": false
},
"vllm_server_parameters": {
"disable_log_stats": "",
"gpu_memory_utilization": 0.9,
"max_num_seqs": 512,
"dtype": "bfloat16"
},
"genai_perf_input_parameters": {
}
}
]

26
.buildkite/performance-benchmarks/tests/latency-tests-cpu.json Normal file
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[
{
"test_name": "latency_llama8B_tp2",
"environment_variables": {
"VLLM_RPC_TIMEOUT": 100000,
"VLLM_ALLOW_LONG_MAX_MODEL_LEN": 1,
"VLLM_ENGINE_ITERATION_TIMEOUT_S": 120,
"VLLM_CPU_SGL_KERNEL": 1,
"VLLM_CPU_KVCACHE_SPACE": 40
},
"parameters": {
"model": "meta-llama/Llama-3.1-8B-Instruct",
"tensor_parallel_size": 2,
"dtype": "bfloat16",
"distributed_executor_backend": "mp",
"block_size": 128,
"trust_remote_code": "",
"disable_log_stats": "",
"enforce_eager": "",
"max_num_batched_tokens": 2048,
"max_num_seqs": 256,
"num_iters_warmup": 5,
"num_iters": 15
}
}
]

32
.buildkite/performance-benchmarks/tests/latency-tests.json Normal file
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[
{
"test_name": "latency_llama8B_tp1",
"parameters": {
"model": "meta-llama/Meta-Llama-3.1-8B-Instruct",
"tensor_parallel_size": 1,
"load_format": "dummy",
"num_iters_warmup": 5,
"num_iters": 15
}
},
{
"test_name": "latency_llama70B_tp4",
"parameters": {
"model": "meta-llama/Meta-Llama-3.1-70B-Instruct",
"tensor_parallel_size": 4,
"load_format": "dummy",
"num-iters-warmup": 5,
"num-iters": 15
}
},
{
"test_name": "latency_mixtral8x7B_tp2",
"parameters": {
"model": "mistralai/Mixtral-8x7B-Instruct-v0.1",
"tensor_parallel_size": 2,
"load_format": "dummy",
"num-iters-warmup": 5,
"num-iters": 15
}
}
]

311
.buildkite/performance-benchmarks/tests/nightly-tests.json Normal file
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[
{
"test_name": "llama8B_tp1_sharegpt",
"qps_list": [4,8,16,32,"inf"],
"common_parameters": {
"model": "meta-llama/Meta-Llama-3-8B-Instruct",
"tp": 1,
"dataset_name": "sharegpt",
"dataset_path": "./ShareGPT_V3_unfiltered_cleaned_split.json",
"num_prompts": 500,
"port": 8000,
"reuse_server": false
},
"lmdeploy_server_parameters": {
"dtype": "bfloat16"
},
"lmdeploy_client_parameters": {
},
"tgi_server_parameters": {
},
"tgi_client_parameters": {
"endpoint": "/generate_stream"
},
"trt_server_parameters": {
"model_type": "llama",
"model_dtype": "bfloat16",
"max_batch_size": 2048,
"max_input_len": 4096,
"max_seq_len": 6144,
"max_num_tokens": 16384,
"trt_llm_version": "v0.11.0"
},
"trt_client_parameters": {
"endpoint": "/v2/models/ensemble/generate_stream"
},
"vllm_server_parameters": {
"disable_log_stats": "",
"gpu_memory_utilization": 0.9,
"max_num_seqs": 512,
"dtype": "bfloat16"
},
"vllm_client_parameters": {
},
"sglang_server_parameters": {
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"enable_torch_compile": "",
"dtype": "bfloat16"
},
"sglang_client_parameters": {
}
},
{
"test_name": "llama8B_tp1_sonnet_512_16",
"qps_list": [4,8,16,32,"inf"],
"common_parameters": {
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"tp": 1,
"dataset_name": "sonnet",
"dataset_path": "./sonnet_4x.txt",
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"port": 8000,
"sonnet_input_len": 512,
"sonnet_output_len": 16,
"sonnet_prefix_len": 50,
"reuse_server": true
},
"lmdeploy_server_parameters": {
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},
"lmdeploy_client_parameters": {
},
"tgi_server_parameters": {
},
"tgi_client_parameters": {
"endpoint": "/generate_stream"
},
"trt_server_parameters": {
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"model_dtype": "bfloat16",
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"max_input_len": 4096,
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"max_num_tokens": 16384,
"trt_llm_version": "v0.11.0"
},
"trt_client_parameters": {
"endpoint": "/v2/models/ensemble/generate_stream"
},
"vllm_server_parameters": {
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"gpu_memory_utilization": 0.9,
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"dtype": "bfloat16"
},
"vllm_client_parameters": {
},
"sglang_server_parameters": {
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"enable_torch_compile": "",
"dtype": "bfloat16"
},
"sglang_client_parameters": {
}
},
{
"test_name": "llama8B_tp1_sonnet_512_256",
"qps_list": [4,8,16,32,"inf"],
"common_parameters": {
"model": "meta-llama/Meta-Llama-3-8B-Instruct",
"tp": 1,
"dataset_name": "sonnet",
"dataset_path": "./sonnet_4x.txt",
"num_prompts": 500,
"port": 8000,
"sonnet_input_len": 512,
"sonnet_output_len": 256,
"sonnet_prefix_len": 50,
"reuse_server": true
},
"lmdeploy_server_parameters": {
"dtype": "bfloat16"
},
"lmdeploy_client_parameters": {
},
"tgi_server_parameters": {
},
"tgi_client_parameters": {
"endpoint": "/generate_stream"
},
"trt_server_parameters": {
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"model_dtype": "bfloat16",
"max_batch_size": 2048,
"max_input_len": 4096,
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"max_num_tokens": 16384,
"trt_llm_version": "v0.11.0"
},
"trt_client_parameters": {
"endpoint": "/v2/models/ensemble/generate_stream"
},
"vllm_server_parameters": {
"disable_log_stats": "",
"gpu_memory_utilization": 0.9,
"max_num_seqs": 512,
"dtype": "bfloat16"
},
"vllm_client_parameters": {
},
"sglang_server_parameters": {
"disable_radix_cache": "",
"enable_torch_compile": "",
"dtype": "bfloat16"
},
"sglang_client_parameters": {
}
},
{
"test_name": "llama70B_tp4_sharegpt",
"qps_list": [4,8,16,32,"inf"],
"common_parameters": {
"model": "meta-llama/Meta-Llama-3-70B-Instruct",
"tp": 4,
"dataset_name": "sharegpt",
"dataset_path": "./ShareGPT_V3_unfiltered_cleaned_split.json",
"num_prompts": 500,
"port": 8000,
"reuse_server": false
},
"lmdeploy_server_parameters": {
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},
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},
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},
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"endpoint": "/generate_stream"
},
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"model_dtype": "bfloat16",
"max_batch_size": 2048,
"max_input_len": 4096,
"max_seq_len": 6144,
"max_num_tokens": 16384,
"trt_llm_version": "v0.11.0"
},
"trt_client_parameters": {
"endpoint": "/v2/models/ensemble/generate_stream"
},
"vllm_server_parameters": {
"disable_log_stats": "",
"gpu_memory_utilization": 0.9,
"max_num_seqs": 512,
"dtype": "bfloat16"
},
"vllm_client_parameters": {
},
"sglang_server_parameters": {
"disable_radix_cache": "",
"dtype": "bfloat16"
},
"sglang_client_parameters": {
}
},
{
"test_name": "llama70B_tp4_sonnet_512_16",
"qps_list": [4,8,16,32,"inf"],
"common_parameters": {
"model": "meta-llama/Meta-Llama-3-70B-Instruct",
"tp": 4,
"dataset_name": "sonnet",
"dataset_path": "./sonnet_4x.txt",
"num_prompts": 500,
"port": 8000,
"sonnet_input_len": 512,
"sonnet_output_len": 16,
"sonnet_prefix_len": 50,
"reuse_server": true
},
"lmdeploy_server_parameters": {
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},
"lmdeploy_client_parameters": {
},
"tgi_server_parameters": {
},
"tgi_client_parameters": {
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},
"trt_server_parameters": {
"model_type": "llama",
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"max_batch_size": 2048,
"max_input_len": 4096,
"max_seq_len": 6144,
"max_num_tokens": 16384,
"trt_llm_version": "v0.11.0"
},
"trt_client_parameters": {
"endpoint": "/v2/models/ensemble/generate_stream"
},
"vllm_server_parameters": {
"disable_log_stats": "",
"gpu_memory_utilization": 0.9,
"max_num_seqs": 512,
"dtype": "bfloat16"
},
"vllm_client_parameters": {
},
"sglang_server_parameters": {
"disable_radix_cache": "",
"dtype": "bfloat16"
},
"sglang_client_parameters": {
}
},
{
"test_name": "llama70B_tp4_sonnet_512_256",
"qps_list": [4,8,16,32,"inf"],
"common_parameters": {
"model": "meta-llama/Meta-Llama-3-70B-Instruct",
"tp": 4,
"dataset_name": "sonnet",
"dataset_path": "./sonnet_4x.txt",
"num_prompts": 500,
"port": 8000,
"sonnet_input_len": 512,
"sonnet_output_len": 256,
"sonnet_prefix_len": 50,
"reuse_server": true
},
"lmdeploy_server_parameters": {
"dtype": "bfloat16"
},
"lmdeploy_client_parameters": {
},
"tgi_server_parameters": {
},
"tgi_client_parameters": {
"endpoint": "/generate_stream"
},
"trt_server_parameters": {
"model_type": "llama",
"model_dtype": "bfloat16",
"max_batch_size": 2048,
"max_input_len": 4096,
"max_seq_len": 6144,
"max_num_tokens": 16384,
"trt_llm_version": "v0.11.0"
},
"trt_client_parameters": {
"endpoint": "/v2/models/ensemble/generate_stream"
},
"vllm_server_parameters": {
"disable_log_stats": "",
"gpu_memory_utilization": 0.9,
"max_num_seqs": 512,
"dtype": "bfloat16"
},
"vllm_client_parameters": {
},
"sglang_server_parameters": {
"disable_radix_cache": "",
"dtype": "bfloat16"
},
"sglang_client_parameters": {
}
}
]

610
.buildkite/performance-benchmarks/tests/serving-tests-cpu-snc2.json Normal file
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@@ -0,0 +1,610 @@
[
{
"test_name": "serving_llama8B_bf16_tp1_sharegpt",
"qps_list": ["inf"],
"max_concurrency_list": [12, 16, 24, 32, 64, 128, 200],
"server_environment_variables": {
"VLLM_RPC_TIMEOUT": 100000,
"VLLM_ALLOW_LONG_MAX_MODEL_LEN": 1,
"VLLM_ENGINE_ITERATION_TIMEOUT_S": 120,
"VLLM_CPU_SGL_KERNEL": 1,
"VLLM_CPU_KVCACHE_SPACE": 40
},
"server_parameters": {
"model": "meta-llama/Llama-3.1-8B-Instruct",
"tensor_parallel_size": 1,
"dtype": "bfloat16",
"distributed_executor_backend": "mp",
"block_size": 128,
"trust_remote_code": "",
"disable_log_stats": "",
"enforce_eager": "",
"max_num_batched_tokens": 2048,
"max_num_seqs": 256,
"load_format": "dummy"
},
"client_parameters": {
"model": "meta-llama/Llama-3.1-8B-Instruct",
"backend": "vllm",
"dataset_name": "sharegpt",
"dataset_path": "./ShareGPT_V3_unfiltered_cleaned_split.json",
"num_prompts": 200
}
},
{
"test_name": "serving_llama8B_bf16_tp2_sharegpt",
"qps_list": ["inf"],
"max_concurrency_list": [12, 16, 24, 32, 64, 128, 200],
"server_environment_variables": {
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"VLLM_ENGINE_ITERATION_TIMEOUT_S": 120,
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},
"server_parameters": {
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"backend": "vllm",
"dataset_name": "sharegpt",
"dataset_path": "./ShareGPT_V3_unfiltered_cleaned_split.json",
"num_prompts": 200
}
},
{
"test_name": "serving_llama8B_bf16_tp4_sharegpt",
"qps_list": ["inf"],
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"server_parameters": {
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"distributed_executor_backend": "mp",
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"trust_remote_code": "",
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"client_parameters": {
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"backend": "vllm",
"dataset_name": "sharegpt",
"dataset_path": "./ShareGPT_V3_unfiltered_cleaned_split.json",
"num_prompts": 200
}
},
{
"test_name": "serving_llama8B_bf16_tp1_random_128_128",
"qps_list": ["inf"],
"max_concurrency_list": [12, 16, 24, 32, 64, 128, 200, 1000],
"server_environment_variables": {
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},
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"tensor_parallel_size": 1,
"dtype": "bfloat16",
"distributed_executor_backend": "mp",
"block_size": 128,
"trust_remote_code": "",
"enable_chunked_prefill": "",
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"enforce_eager": "",
"max_num_batched_tokens": 2048,
"max_num_seqs": 256,
"load_format": "dummy"
},
"client_parameters": {
"model": "meta-llama/Llama-3.1-8B-Instruct",
"backend": "vllm",
"dataset_name": "random",
"random-input-len": 128,
"random-output-len": 128,
"ignore-eos": "",
"num_prompts": 1000
}
},
{
"test_name": "serving_llama8B_bf16_tp2_random_128_128",
"qps_list": ["inf"],
"max_concurrency_list": [12, 16, 24, 32, 64, 128, 200, 1000],
"server_environment_variables": {
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"VLLM_ALLOW_LONG_MAX_MODEL_LEN": 1,
"VLLM_ENGINE_ITERATION_TIMEOUT_S": 120,
"VLLM_CPU_SGL_KERNEL": 1,
"VLLM_CPU_KVCACHE_SPACE": 40
},
"server_parameters": {
"model": "meta-llama/Llama-3.1-8B-Instruct",
"tensor_parallel_size": 2,
"dtype": "bfloat16",
"distributed_executor_backend": "mp",
"block_size": 128,
"trust_remote_code": "",
"enable_chunked_prefill": "",
"disable_log_stats": "",
"enforce_eager": "",
"max_num_batched_tokens": 2048,
"max_num_seqs": 256,
"load_format": "dummy"
},
"client_parameters": {
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"backend": "vllm",
"dataset_name": "random",
"random-input-len": 128,
"random-output-len": 128,
"ignore-eos": "",
"num_prompts": 1000
}
},
{
"test_name": "serving_llama8B_bf16_tp4_random_128_128",
"qps_list": ["inf"],
"max_concurrency_list": [12, 16, 24, 32, 64, 128, 200, 1000],
"server_environment_variables": {
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"VLLM_ALLOW_LONG_MAX_MODEL_LEN": 1,
"VLLM_ENGINE_ITERATION_TIMEOUT_S": 120,
"VLLM_CPU_SGL_KERNEL": 1,
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},
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"dtype": "bfloat16",
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"trust_remote_code": "",
"enable_chunked_prefill": "",
"disable_log_stats": "",
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"max_num_batched_tokens": 2048,
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},
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"backend": "vllm",
"dataset_name": "random",
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"num_prompts": 1000
}
},
{
"test_name": "serving_llama8B_int8_tp1_sharegpt",
"qps_list": ["inf"],
"max_concurrency_list": [12, 16, 24, 32, 64, 128, 200],
"server_environment_variables": {
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"VLLM_CPU_SGL_KERNEL": 1,
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},
"server_parameters": {
"model": "RedHatAI/Meta-Llama-3.1-8B-Instruct-quantized.w8a8",
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"dtype": "bfloat16",
"distributed_executor_backend": "mp",
"block_size": 128,
"trust_remote_code": "",
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"enforce_eager": "",
"max_num_batched_tokens": 2048,
"max_num_seqs": 256,
"load_format": "dummy"
},
"client_parameters": {
"model": "RedHatAI/Meta-Llama-3.1-8B-Instruct-quantized.w8a8",
"backend": "vllm",
"dataset_name": "sharegpt",
"dataset_path": "./ShareGPT_V3_unfiltered_cleaned_split.json",
"num_prompts": 200
}
},
{
"test_name": "serving_llama8B_int8_tp2_sharegpt",
"qps_list": ["inf"],
"max_concurrency_list": [12, 16, 24, 32, 64, 128, 200],
"server_environment_variables": {
"VLLM_RPC_TIMEOUT": 100000,
"VLLM_ALLOW_LONG_MAX_MODEL_LEN": 1,
"VLLM_ENGINE_ITERATION_TIMEOUT_S": 120,
"VLLM_CPU_SGL_KERNEL": 1,
"VLLM_CPU_KVCACHE_SPACE": 40
},
"server_parameters": {
"model": "RedHatAI/Meta-Llama-3.1-8B-Instruct-quantized.w8a8",
"tensor_parallel_size": 2,
"dtype": "bfloat16",
"distributed_executor_backend": "mp",
"block_size": 128,
"trust_remote_code": "",
"disable_log_stats": "",
"enforce_eager": "",
"max_num_batched_tokens": 2048,
"max_num_seqs": 256,
"load_format": "dummy"
},
"client_parameters": {
"model": "RedHatAI/Meta-Llama-3.1-8B-Instruct-quantized.w8a8",
"backend": "vllm",
"dataset_name": "sharegpt",
"dataset_path": "./ShareGPT_V3_unfiltered_cleaned_split.json",
"num_prompts": 200
}
},
{
"test_name": "serving_llama8B_int8_tp4_sharegpt",
"qps_list": ["inf"],
"max_concurrency_list": [12, 16, 24, 32, 64, 128, 200],
"server_environment_variables": {
"VLLM_RPC_TIMEOUT": 100000,
"VLLM_ALLOW_LONG_MAX_MODEL_LEN": 1,
"VLLM_ENGINE_ITERATION_TIMEOUT_S": 120,
"VLLM_CPU_SGL_KERNEL": 1,
"VLLM_CPU_KVCACHE_SPACE": 40
},
"server_parameters": {
"model": "RedHatAI/Meta-Llama-3.1-8B-Instruct-quantized.w8a8",
"tensor_parallel_size": 4,
"dtype": "bfloat16",
"distributed_executor_backend": "mp",
"block_size": 128,
"trust_remote_code": "",
"disable_log_stats": "",
"enforce_eager": "",
"max_num_batched_tokens": 2048,
"max_num_seqs": 256,
"load_format": "dummy"
},
"client_parameters": {
"model": "RedHatAI/Meta-Llama-3.1-8B-Instruct-quantized.w8a8",
"backend": "vllm",
"dataset_name": "sharegpt",
"dataset_path": "./ShareGPT_V3_unfiltered_cleaned_split.json",
"num_prompts": 200
}
},
{
"test_name": "serving_llama8B_int8_tp1_random_128_128",
"qps_list": ["inf"],
"max_concurrency_list": [12, 16, 24, 32, 64, 128, 200, 1000],
"server_environment_variables": {
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77
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"model": "meta-llama/Meta-Llama-3.1-70B-Instruct",
"backend": "vllm",
"dataset_name": "sharegpt",
"dataset_path": "./ShareGPT_V3_unfiltered_cleaned_split.json",
"num_prompts": 200
}
}
]

27
.buildkite/performance-benchmarks/tests/throughput-tests-cpu.json Normal file
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[
{
"test_name": "throughput_llama8B_tp2",
"environment_variables": {
"VLLM_RPC_TIMEOUT": 100000,
"VLLM_ALLOW_LONG_MAX_MODEL_LEN": 1,
"VLLM_ENGINE_ITERATION_TIMEOUT_S": 120,
"VLLM_CPU_SGL_KERNEL": 1,
"VLLM_CPU_KVCACHE_SPACE": 40
},
"parameters": {
"model": "meta-llama/Llama-3.1-8B-Instruct",
"tensor_parallel_size": 2,
"dtype": "bfloat16",
"distributed_executor_backend": "mp",
"block_size": 128,
"trust_remote_code": "",
"disable_log_stats": "",
"enforce_eager": "",
"max_num_batched_tokens": 2048,
"max_num_seqs": 256,
"dataset": "./ShareGPT_V3_unfiltered_cleaned_split.json",
"num_prompts": 200,
"backend": "vllm"
}
}
]

35
.buildkite/performance-benchmarks/tests/throughput-tests.json Normal file
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[
{
"test_name": "throughput_llama8B_tp1",
"parameters": {
"model": "meta-llama/Meta-Llama-3.1-8B-Instruct",
"tensor_parallel_size": 1,
"load_format": "dummy",
"dataset": "./ShareGPT_V3_unfiltered_cleaned_split.json",
"num_prompts": 200,
"backend": "vllm"
}
},
{
"test_name": "throughput_llama70B_tp4",
"parameters": {
"model": "meta-llama/Meta-Llama-3.1-70B-Instruct",
"tensor_parallel_size": 4,
"load_format": "dummy",
"dataset": "./ShareGPT_V3_unfiltered_cleaned_split.json",
"num_prompts": 200,
"backend": "vllm"
}
},
{
"test_name": "throughput_mixtral8x7B_tp2",
"parameters": {
"model": "mistralai/Mixtral-8x7B-Instruct-v0.1",
"tensor_parallel_size": 2,
"load_format": "dummy",
"dataset": "./ShareGPT_V3_unfiltered_cleaned_split.json",
"num_prompts": 200,
"backend": "vllm"
}
}
]