metadata

dataset_info:
  features:
    - name: text
      dtype: string
  splits:
    - name: train
      num_bytes: 800969
      num_examples: 647
  download_size: 456786
  dataset_size: 800969
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
license: apache-2.0
language:
  - en
size_categories:
  - n<1K
task_categories:
  - text-generation

High-Quality OpenAssistant Subset for Reverse Instruction Generation

Dataset Description

This dataset is a carefully curated subset of the Open Assistant dataset, specifically designed for training models to generate instructions based on responses.

Key Features:

Contains only the highest-rated conversation paths from the original dataset
Filtered to include only English language conversations
Removed mentions of Open Assistant to improve generalizability
Single-turn conversations only
Formatted with Llama 2 chat model prompt instruction tokens
Response and instruction roles are swapped for reverse fine-tuning

Usage

This dataset is designed for fine-tuning language models to generate instructions based on given responses. It has been successfully used to train Guanaco with QLoRA.

License

This dataset is released under the Apache 2.0 license.