Construct · 1 fields · 1 citations

test-time compute scaling: a standalone construct

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Natural language processing

improving a language model's answers by spending more computation at inference, such as search or revision, rather than enlarging the model.

In natural language processing, test-time compute scaling refers to improving a language model's answers by spending more computation at inference, such as search or revision, rather than enlarging the model. This meaning comes from Snell (2024) in arXiv.[1]

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Nearby constructs

inference3 fields · 5 citationsjingle · one word, three constructs model3 fields · 3 citationsjingle · one word, three constructs natural3 fields · 7 citationsjingle · one word, three constructs

References

Snell, C., Lee, J., Xu, K., & Kumar, A. (2024). Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters. arXiv. https://doi.org/10.48550/arxiv.2408.03314

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