OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration
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Benchmark
Model
Rank
Results
common-sense-reasoning-on-arc-easy
GPT-2 XL + OPUS
–
Accuracy: 50.62
question-answering-on-piqa
GPT-2 XL + OPUS
–
Accuracy: 72.2
sentence-completion-on-hellaswag
GPT-2 XL + OPUS
–
Accuracy: 50.54
Rank counts only results with a code link.