live / examples /online /config.json
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{
"deployments": [
{
"spec": {
"model_label": "Llama-3.1-8B",
"model_id": "meta-llama/Llama-3.1-8B-Instruct",
"gpus_per_replica": 1,
"num_replicas": 720,
"initial_batch_size": 128,
"itl_deadline_s": 0.08,
"feasible_batch_sizes": [1, 2, 3, 4, 5, 6, 7, 8]
},
"vllm_base_url": "http://node1:8000",
"gpu_endpoints": [
{"host": "node1", "port": 4938, "gpu_indices": [0, 1, 2, 3]},
{"host": "node1", "port": 4938, "gpu_indices": [4, 5, 6, 7]}
]
},
{
"spec": {
"model_label": "Llama-3.1-70B",
"model_id": "meta-llama/Llama-3.1-70B-Instruct",
"gpus_per_replica": 4,
"num_replicas": 180,
"initial_batch_size": 128,
"itl_deadline_s": 0.10,
"feasible_batch_sizes": [1, 2, 3, 4, 5, 6, 7, 8]
},
"vllm_base_url": "http://node2:8000",
"gpu_endpoints": [
{"host": "node2", "port": 4938, "gpu_indices": [0, 1, 2, 3]},
{"host": "node2", "port": 4938, "gpu_indices": [4, 5, 6, 7]}
]
}
],
"requests": {
"dataset": "lm-arena-chat",
"num_requests": 1000,
"max_completion_tokens": 512,
"seed": 0
},
"requests_dir": null,
"ieee_case_dir": "examples/ieee13",
"data_dir": null,
"data_sources": [
{"model_label": "Llama-3.1-8B", "task": "lm-arena-chat", "gpu": "H100", "batch_sizes": [8, 16, 32, 64, 96, 128, 192, 256, 384, 512, 768, 1024]},
{"model_label": "Llama-3.1-70B", "task": "lm-arena-chat", "gpu": "H100", "batch_sizes": [8, 16, 32, 64, 96, 128, 192, 256, 384, 512, 768, 1024, 1536, 2048]}
],
"mlenergy_data_dir": null
}