Create README.md

README.md

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+---
+datasets:
+- yuvalkirstain/summ_screen_fd_t5_lm
+- urialon/summ_screen_validation
+- urialon/summ_screen_test
+---
+
+Model from the preprint [Unlimiformer: Long-Range Transformers with Unlimited Length Input](https://arxiv.org/abs/2305.01625).
+
+This model was finetuned from a BART-base model using Unlimiformer-aware early stopping, described in section 3.1 of the paper. It was finetuned on the dataset SummScreen using the data preprocessing pipeline from SLED; to load the validation or test set for use with these model, please use the datasets [urialon/summ_screen_validation](https://huggingface.co/datasets/urialon/summ_screen_validation) and [urialon/summ_screen_test](https://huggingface.co/datasets/urialon/summ_screen_test).
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+This is generally a weaker model than the [retrieval-trained model](https://huggingface.co/abertsch/unlimiformer-bart-summscreen-retrieval) and a stronger model than the [baseline](https://huggingface.co/abertsch/bart-base-summscreen)