| --- |
| license: mit |
| tags: |
| - prompt-routing |
| - llm-routing |
| - complexity-classification |
| - text-classification |
| - prompt-difficulty |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: data/train.csv |
| --- |
| |
| # Skala-Dataset |
|
|
| The training corpus behind [Skala](https://huggingface.co/TakamaruAI/Skala), a prompt-difficulty classifier that labels chat, agent, and tooling prompts into three difficulty tiers to help routers select an appropriate model for each request. |
|
|
| ## Data |
|
|
| | column | type | description | |
| |---|---|---| |
| | `text` | string | the prompt | |
| | `label` | string | `simple`, `medium` or `complex` | |
| | `source` | string | where the row came from | |
|
|
| | source | rows | licence | |
| |---|---:|---| |
| | `public_dataset_master` | 1,348 | MIT | |
| | `public_dataset_real` | 350 | MIT | |
| | `generated` | 5,242 | MIT | |
| | **total** | **6,940** | | |
|
|
| - **`public_dataset_master`** - |
| [Nasim435/Multi-label-Prompt-Dataset](https://huggingface.co/datasets/Nasim435/Multi-label-Prompt-Dataset) |
| (MIT), the `master_dataset.csv` file. Its complexity tags (`easy`/`moderate`/`hard`) |
| map to `simple`/`medium`/`complex`. Filtered to rows whose multi-label set contains |
| exactly one complexity tier, de-duplicated, with the evaluation rows excluded. |
| - **`public_dataset_real`** - The `real.csv` split of the same dataset, short developer |
| and sysadmin questions. |
| - **`generated`** - Generated and labelled by two open-weight models, `google/gemma-4-26B-A4B` and `Qwen/Qwen3.8-27B`. |
|
|
| ## Licence |
|
|
| Skala-Dataset is licensed under the [MIT License](LICENSE). |
|
|
