Datasets:

TakamaruAI
/

Skala-Dataset

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, 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 (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.