Papers with track downstream task
Instability in Downstream Task Performance During LLM Pretraining (2025.findings-emnlp)
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| Challenge: | a study of large language models shows that task scores fluctuate throughout training . |
| Approach: | They empirically analyze the stability of downstream task performance in an LLM . |
| Outcome: | The proposed methods improve performance stability without changes to the training procedure. |