ated: Indirectly probed by HarmBench test cases; however, given the multilinguality and international use scope of Apertus, evaluation is minimal due to jurisdictional differences.
Data Privacy
Privacy
Mitigated by Design: PII filtering and masking on pretraining and post-training data and Goldfish training loss (Section 3.1.1 & Section 3.2).
Intellectual Property
Intellectual Property
Mitigated by Design: IP filtering on pretraining and post-training data and Goldfish training loss (Section 3.1.1 & Section 3.2).
Environmental Impacts
–
Addressed elsewhere: Training emissions are evaluated in Section 6.3.
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