workload_id stringclasses 7 values | request_count int64 100 5k | rate_per_second float64 10 500 | arrival_pattern stringclasses 2 values | model_distribution dict | priority_distribution dict | prompt_len_range listlengths 2 2 ⌀ | output_len_range listlengths 2 2 ⌀ | slo_deadlines dict | workload_type stringclasses 2 values | workload_name stringclasses 7 values |
|---|---|---|---|---|---|---|---|---|---|---|
llm_light | 100 | 10 | poisson | {
"Qwen/Qwen2.5-14B-Instruct": null,
"Qwen/Qwen2.5-7B-Instruct": 1,
"meta-llama/Llama-3.1-8B-Instruct": null,
"mistralai/Mistral-7B-Instruct-v0.3": null
} | {
"HIGH": 0.1,
"LOW": 0.1,
"NORMAL": 0.8
} | [
30,
100
] | [
50,
200
] | {
"HIGH": 500,
"LOW": 2000,
"NORMAL": 1000
} | llm | light |
llm_medium | 1,000 | 100 | poisson | {
"Qwen/Qwen2.5-14B-Instruct": null,
"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": 0.2,
"LOW": 0.2,
"NORMAL": 0.6
} | [
50,
200
] | [
100,
500
] | {
"HIGH": 500,
"LOW": 2000,
"NORMAL": 1000
} | llm | medium |
llm_heavy | 5,000 | 500 | poisson | {
"Qwen/Qwen2.5-14B-Instruct": 0.1,
"Qwen/Qwen2.5-7B-Instruct": 0.4,
"meta-llama/Llama-3.1-8B-Instruct": 0.3,
"mistralai/Mistral-7B-Instruct-v0.3": 0.2
} | {
"HIGH": 0.3,
"LOW": 0.2,
"NORMAL": 0.5
} | [
100,
500
] | [
200,
1000
] | {
"HIGH": 400,
"LOW": 1500,
"NORMAL": 800
} | llm | heavy |
hybrid_burst | 2,000 | 50 | burst | null | {
"HIGH": 0.25,
"LOW": 0.25,
"NORMAL": 0.5
} | null | null | null | hybrid | burst |
hybrid_llm_heavy | 1,000 | 100 | poisson | null | {
"HIGH": 0.3,
"LOW": 0.2,
"NORMAL": 0.5
} | null | null | null | hybrid | llm_heavy |
hybrid_embed_heavy | 1,000 | 150 | poisson | null | {
"HIGH": 0.1,
"LOW": 0.2,
"NORMAL": 0.7
} | null | null | null | hybrid | embed_heavy |
hybrid_balanced | 1,000 | 100 | poisson | null | {
"HIGH": 0.2,
"LOW": 0.2,
"NORMAL": 0.6
} | null | null | null | hybrid | balanced |
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