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 |
|---|---|---|---|---|---|---|---|---|
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_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_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
}
|
hybrid_balanced
| 1,000
| 100
|
poisson
| null |
{
"HIGH": 0.2,
"LOW": 0.2,
"NORMAL": 0.6
}
| null | null | null |
hybrid_burst
| 2,000
| 50
|
burst
| null |
{
"HIGH": 0.25,
"LOW": 0.25,
"NORMAL": 0.5
}
| null | null | null |
hybrid_embed_heavy
| 1,000
| 150
|
poisson
| null |
{
"HIGH": 0.1,
"LOW": 0.2,
"NORMAL": 0.7
}
| null | null | null |
hybrid_llm_heavy
| 1,000
| 100
|
poisson
| null |
{
"HIGH": 0.3,
"LOW": 0.2,
"NORMAL": 0.5
}
| null | null | null |
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