workload_id string | request_count int64 | rate_per_second float64 | llm_ratio float64 | embedding_ratio float64 | arrival_pattern string | llm_model_distribution dict | llm_slo_deadlines dict | embedding_model string | embedding_batch_sizes list | embedding_slo_deadline_ms int64 | priority_distribution dict |
|---|---|---|---|---|---|---|---|---|---|---|---|
hybrid_balanced | 1,000 | 100 | 0.5 | 0.5 | poisson | {
"Qwen/Qwen2.5-7B-Instruct": 0.6,
"meta-llama/Llama-3.1-8B-Instruct": 0.4,
"mistralai/Mistral-7B-Instruct-v0.3": null
} | {
"HIGH": 500,
"LOW": 2000,
"NORMAL": 1000
} | BAAI/bge-m3 | [
1,
8,
16,
32
] | 200 | {
"HIGH": 0.2,
"LOW": 0.2,
"NORMAL": 0.6
} |
hybrid_burst | 2,000 | 50 | 0.5 | 0.5 | burst | {
"Qwen/Qwen2.5-7B-Instruct": 0.5,
"meta-llama/Llama-3.1-8B-Instruct": 0.5,
"mistralai/Mistral-7B-Instruct-v0.3": null
} | {
"HIGH": 600,
"LOW": 2500,
"NORMAL": 1200
} | BAAI/bge-m3 | [
1,
8,
16,
32
] | 250 | {
"HIGH": 0.25,
"LOW": 0.25,
"NORMAL": 0.5
} |
hybrid_embed_heavy | 1,000 | 150 | 0.2 | 0.8 | poisson | {
"Qwen/Qwen2.5-7B-Instruct": 1,
"meta-llama/Llama-3.1-8B-Instruct": null,
"mistralai/Mistral-7B-Instruct-v0.3": null
} | {
"HIGH": 500,
"LOW": 2000,
"NORMAL": 1000
} | BAAI/bge-m3 | [
8,
16,
32,
64
] | 100 | {
"HIGH": 0.1,
"LOW": 0.2,
"NORMAL": 0.7
} |
hybrid_llm_heavy | 1,000 | 100 | 0.8 | 0.2 | poisson | {
"Qwen/Qwen2.5-7B-Instruct": 0.5,
"meta-llama/Llama-3.1-8B-Instruct": 0.3,
"mistralai/Mistral-7B-Instruct-v0.3": 0.2
} | {
"HIGH": 400,
"LOW": 1500,
"NORMAL": 800
} | BAAI/bge-m3 | [
1,
8,
16
] | 150 | {
"HIGH": 0.3,
"LOW": 0.2,
"NORMAL": 0.5
} |
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