---
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](https://huggingface.co/datasets/OpenAssistant/oasst1/tree/main), 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.