| --- |
| pretty_name: ShareGPT Workload Cases |
| language: |
| - en |
| license: other |
| task_categories: |
| - text-generation |
| tags: |
| - synthetic |
| - conversations |
| - scheduling |
| - benchmarking |
| size_categories: |
| - 10K<n<100K |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: |
| - manifest.json |
| - cases/**/* |
| --- |
| |
| # ShareGPT Workload Cases |
|
|
| This dataset packages workload-generation artifacts derived from `Aeala/ShareGPT_Vicuna_unfiltered`. |
| It includes the manifest describing how cases were generated and per-category case files intended for scheduler and systems benchmarking. |
|
|
| ## Contents |
|
|
| - `manifest.json`: dataset generation metadata and category definitions. |
| - `cases/`: 176 generated case files across 22 workload categories. |
|
|
| ## Generation Metadata |
|
|
| - Split: `train` |
| - Cases per category: `8` |
| - Tokenizer: `gpt-4` via `tiktoken` |
| - Generation seed: `7` |
|
|
| ## Category Preview |
|
|
| - `steady_short`: Steady Poisson arrivals dominated by short prompts. (32 requests per case) |
| - `steady_mixed`: Steady mixed load with balanced request lengths. (64 requests per case) |
| - `bursty_chat`: Bursty conversational traffic with mostly short and medium prompts. (96 requests per case) |
| - `bursty_long`: Burst-heavy load with a larger share of long prompts. (72 requests per case) |
| - `flash_crowd`: Large clustered traffic spikes for stress testing scheduler fairness and queueing. (192 requests per case) |
| - `uniform_workload`: Uniform request sizes and steady arrivals for baseline throughput and scheduler overhead. (64 requests per case) |
| - `low_load`: Low-arrival workload with little contention to approximate ideal latency. (32 requests per case) |
| - `short_long_mix`: Majority short requests with a minority of long requests to expose head-of-line blocking. (80 requests per case) |
| - ...and 14 more categories. |
|
|
| ## Notes |
|
|
| - Each category folder also contains a `category.json` file with category-level metadata. |
| - Source records are intentionally excluded from this Hub upload. |
| - The uploaded layout mirrors the local directory structure for reproducibility. |
|
|
