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Generalisable Agents for Neural Network Optimisation., , , , , , , and . CoRR, (2023)Metadata Archaeology: Unearthing Data Subsets by Leveraging Training Dynamics., , , , and . ICLR, OpenReview.net, (2023)To Code, or Not To Code? Exploring Impact of Code in Pre-training., , , , , , , , and . CoRR, (2024)Randomness In Neural Network Training: Characterizing The Impact of Tooling., , , and . CoRR, (2021)Studying the impact of magnitude pruning on contrastive learning methods., , , , and . CoRR, (2022)The Data Provenance Initiative: A Large Scale Audit of Dataset Licensing & Attribution in AI., , , , , , , , , and 8 other author(s). CoRR, (2023)Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented Models., , , and . EMNLP (Findings), page 5108-5125. Association for Computational Linguistics, (2023)On The Fairness Impacts of Hardware Selection in Machine Learning., , , , and . ICML, OpenReview.net, (2024)Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning., , , , , , , , , and 23 other author(s). ACL (1), page 11521-11567. Association for Computational Linguistics, (2024)On the Limitations of Compute Thresholds as a Governance Strategy.. CoRR, (2024)