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debjitpaul authored Mar 7, 2024
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## Data

| Data | Reference | Output | Description |
| :-------------------------- | ------------------------------------------------------------ | ------- | ------------------------------------------------------------ |
| GSM8K | [📖](https://arxiv.org/pdf/2110.14168.pdf) , [🗂️](https://github.com/openai/grade-school-math/tree/master/grade_school_math/data)| CoT (z) and Answers (y) | Generate an equation given a math word problem question |
| StrategyQA | [📖]() , [🗂️](https://gith), [🔗](https://github.com/stanford-crfm/helm/tree/main/src/helm/benchmark/scenarios) | Reasoning steps (z) and Conclusion (y) | This task requires the model to perform deductive reasoning and generate intermediate reasoning steps z and conclusions y using closed-world rules and facts. |
| Causal Understanding | [📖](), [🗂️](https://tinyurl.com/moral-stories-data), [🔗](https://huggingface.co/datasets/demelin/moral_stories) | Moral Norm (z) and Moral Action (y) | Given a context x consisting of a situation, an intention, and an immoral action, the model needs to generate the moral norm z and the moral action y |

| Data | Reference |
| :-------------------------- | ------------------------------------------------------------ |
| GSM8K | [📖](https://arxiv.org/pdf/2110.14168.pdf) , [🗂️](https://github.com/openai/grade-school-math/tree/master/grade_school_math/data)|
| StrategyQA | [📖]() , [🗂️](https://gith), [🔗](https://github.com/stanford-crfm/helm/tree/main/src/helm/benchmark/scenarios) |
| Causal Understanding | [📖](), [🗂️](https://tinyurl.com/moral-stories-data), [🔗](https://huggingface.co/datasets/demelin/moral_stories) |
| OpenBookQA | [📖](), [🗂️](https://tinyurl.com/moral-stories-data), [🔗](https://huggingface.co/datasets/demelin/moral_stories) |
| QuaRel | [📖](), [🗂️](https://tinyurl.com/moral-stories-data), [🔗](https://huggingface.co/datasets/demelin/moral_stories) |
| QASC | [📖](), [🗂️](https://tinyurl.com/moral-stories-data), [🔗](https://huggingface.co/datasets/demelin/moral_stories) |

## Setup

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