Mary McGlohon
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| title | conference | date |
|---|---|---|
| Reliable Data for Large ML Models: Principles and Practices | SREcon23 Europe/Middle East/Africa | 2023-10-10 |
LLM training at pretraining scale multiplies failure modes: corrupted or unlabeled corpus can waste massive GPU weeks and poison every downstream fine-tune… | ||
| Demystifying Machine Learning in Production: Reasoning about a Large-Scale ML Platform | SREcon21 | 2021-10-12 |
Describes a production ML stack: feature-generation pipelines, a batch model-training service with orchestration, an inference service and an online feedback… | ||
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