README.md

metadata

dataset_info:
  - config_name: default
    features:
      - name: conversation_id
        dtype: string
      - name: vertical
        dtype: string
      - name: scenario
        dtype: string
      - name: instructions
        dtype: string
      - name: utterances
        list:
          - name: annotations
            list:
              - name: context
                dtype: string
              - name: name
                dtype: string
              - name: value
                dtype: string
          - name: index
            dtype: int64
          - name: segments
            list:
              - name: annotations
                list:
                  - name: name
                    dtype: string
              - name: annotator_id
                dtype: string
              - name: end_index
                dtype: string
              - name: start_index
                dtype: string
              - name: text
                dtype: string
          - name: speaker
            dtype: string
          - name: text
            dtype: string
    splits:
      - name: train
        num_bytes: 16379502
        num_examples: 3710
    download_size: 1186416
    dataset_size: 16379502
  - config_name: reward
    features:
      - name: conversation_id
        dtype: string
      - name: vertical
        dtype: string
      - name: scenario
        dtype: string
      - name: instructions
        dtype: string
      - name: utterances
        list:
          - name: annotations
            list:
              - name: context
                dtype: string
              - name: name
                dtype: string
              - name: value
                dtype: string
          - name: index
            dtype: int64
          - name: segments
            list:
              - name: annotations
                list:
                  - name: name
                    dtype: string
              - name: annotator_id
                dtype: string
              - name: end_index
                dtype: string
              - name: start_index
                dtype: string
              - name: text
                dtype: string
          - name: speaker
            dtype: string
          - name: text
            dtype: string
    splits:
      - name: train
        num_bytes: 16379502
        num_examples: 3710
    download_size: 1186416
    dataset_size: 16379502
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
  - config_name: reward
    data_files:
      - split: train
        path: reward/train-*
license: cc-by-4.0
task_categories:
  - text-generation
  - text2text-generation
language:
  - en
size_categories:
  - 1K<n<10K

taskmaster 4 2024

Data from taskmaster 4 (source repo). Default config corresponds to 'data' folder.

@misc{sidahmed2024parameterefficientreinforcementlearning,
      title={Parameter Efficient Reinforcement Learning from Human Feedback}, 
      author={Hakim Sidahmed and Samrat Phatale and Alex Hutcheson and Zhuonan Lin and Zhang Chen and Zac Yu and Jarvis Jin and Simral Chaudhary and Roman Komarytsia and Christiane Ahlheim and Yonghao Zhu and Bowen Li and Saravanan Ganesh and Bill Byrne and Jessica Hoffmann and Hassan Mansoor and Wei Li and Abhinav Rastogi and Lucas Dixon},
      year={2024},
      eprint={2403.10704},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2403.10704}, 
}