lamsheeper-data-attribution/ftrace-trex-results

FTRACE-TREX remove-and-retrain results The records behind the FTRACE-TREX experiment of "Elucidating the Design Space of LM Data Attribution" (App. E: Table 16, Figure 7). Following the FTRACE-TREX setup of Akyürek et al. (2022) and the remove-and-retrain protocol of TRAK (App. H.4), mT5-small is fine-tuned on TREx abstract sentences. Each attribution method ranks the training corpus for 50 novel facts, the top-ranked documents are removed round-robin up to a budget B, and… See the full description on the dataset page: https://huggingface.co/datasets/lamsheeper-data-attribution/ftrace-trex-res

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