| # Cosmos QA (gpt2) | |
| > This is part of the | |
| [Flax/Jax Community Week](https://discuss.huggingface.co/t/train-a-gpt2-model-for-contextual-common-sense-reasoning-using-the-cosmos-qa-dataset/7463), organized by [HuggingFace](https://huggingface.co/) and TPU usage sponsored by Google. | |
| ## Team Members | |
| -Rohan V Kashyap ([Rohan](https://huggingface.co/Rohan)) | |
| -Vivek V Kashyap ([Vivek](https://huggingface.co/Vivek)) | |
| ##Dataset | |
| [Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning](https://huggingface.co/datasets/cosmos_qa).This dataset contains a set of 35,600 problems that require commonsense-based reading comprehension, formulated as multiple-choice questions.Understanding narratives requires reading between the lines, which in turn, requires interpreting the likely causes and effects of events, even when they are not mentioned explicitly. | |
| ###Example | |
| '''json | |
| {"Context":["It's a very humbling experience when you need someone | |
| to dress you every morning, tie your shoes, and put your hair | |
| up. Every menial task takes an unprecedented amount of effort. | |
| It made me appreciate Dan even more. But anyway I shan't | |
| dwell on this (I'm not dying after all) and not let it detract from | |
| my lovely 5 days with my friends visiting from Jersey."], | |
| "Question":["What's a possible reason the writer needed someone to | |
| dress him every morning?"], | |
| "Multiple Choice":["A: The writer doesn't like putting effort into these tasks.", | |
| "B: The writer has a physical disability.", | |
| "C: The writer is bad at doing his own hair.", | |
| "D: None of the above choices."] | |
| "link":"https://arxiv.org/pdf/1909.00277.pdf" | |
| } | |
| ``` | |