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@@ -41,7 +41,9 @@ should probably proofread and complete it, then remove this comment. -->
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  # checkpoints
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- This model is a fine-tuned version of [google/t5-v1_1-base](https://huggingface.co/google/t5-v1_1-base) on the `vblagoje/lfqa` dataset, with training duration of 2 epochs. For a (_somewhat_) apples-to-apples comparison with [t5-base](https://huggingface.co/pszemraj/t5-base-askscience) on the standard eli5 dataset.
 
 
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  ## Model description
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  ## Intended uses & limitations
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- More information needed
 
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  ## Training and evaluation data
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  # checkpoints
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+ - This model is a fine-tuned version of [google/t5-v1_1-base](https://huggingface.co/google/t5-v1_1-base) on the `vblagoje/lfqa` dataset, with training duration of 2 epochs, for a (_somewhat_) apples-to-apples comparison with [t5-base](https://huggingface.co/pszemraj/t5-base-askscience) on the standard eli5 dataset.
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+ - This checkpoint does seem to be more coherent than t5-base on the original dataset.
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+ - Compared to [bart on lfqa](https://huggingface.co/vblagoje/bart_lfqa), it seems to be able to respond to some questions independently of retrieval.
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  ## Model description
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  ## Intended uses & limitations
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+ - Q&A, information retrieval
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+ - it is probably better to use it with a [retrieval pipeline](https://github.com/deepset-ai/haystack) than alone
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  ## Training and evaluation data
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