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 |
YAML Metadata
Warning:
The task_categories "benchmarking" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, image-text-to-image, image-text-to-video, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, video-to-video, other
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