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@@ -41,7 +41,7 @@ More information needed
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  ## Intended uses & limitations
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- - standard pegasus has a max input length of 1024 tokens, therefore when training, it only saw the first 1024 tokens of a chapter when training, and learned to try to make the summary from that. Keep this in mind when using this model.
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  - this was only trained on the dataset for an epoch but still provides reasonable results.
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  ## Training and evaluation data
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  ## Intended uses & limitations
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+ - standard pegasus has a max input length of 1024 tokens, therefore the model only saw the first 1024 tokens of a chapter when training, and learned to try to make the chapter's summary from that. Keep this in mind when using this model, as information at the end of a text sequence longer than 1024 tokens may be excluded from the final summary/the model will be biased towards information presented first.
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  - this was only trained on the dataset for an epoch but still provides reasonable results.
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  ## Training and evaluation data