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.
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