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README.md
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How is SHP different from [Anthropic's HH-RLHF dataset](https://huggingface.co/datasets/Anthropic/hh-rlhf)?
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Most notably, all the data in SHP is naturally occurring and human-written, whereas the responses in HH-RLHF are machine-written, giving us two very different distributions that can complement each other.
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| Dataset | Size | Input | Label |
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| -------------------- | ---- | -------------------------- | ---------------------------- | ------------------------- | ------------------------------------- | --------------- |
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| SHP | 385K | Naturally occurring human-written responses | Aggregate Human Preference | 18 (labelled) | Question/Instruction + Response (Single-turn) | up to 10.1K T5 tokens |
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| HH-RLHF | 91K | Dialogue with LLM | Individual Human Preference | not labelled | Live Chat (Multi-turn) | up to 1.5K T5 tokens |
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How is SHP different from [Anthropic's HH-RLHF dataset](https://huggingface.co/datasets/Anthropic/hh-rlhf)?
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Most notably, all the data in SHP is naturally occurring and human-written, whereas the responses in HH-RLHF are machine-written, giving us two very different distributions that can complement each other.
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| Dataset | Size | Input | Label | Domains | Data Format | Length |
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| -------------------- | ---- | -------------------------- | ---------------------------- | ------------------------- | ------------------------------------- | --------------- |
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| SHP | 385K | Naturally occurring human-written responses | Aggregate Human Preference | 18 (labelled) | Question/Instruction + Response (Single-turn) | up to 10.1K T5 tokens |
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| HH-RLHF | 91K | Dialogue with LLM | Individual Human Preference | not labelled | Live Chat (Multi-turn) | up to 1.5K T5 tokens |
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