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--- nlp:test-time_scaling [2025/03/19 19:29] – [Test-Time Scaling] jmflanig
+++ nlp:test-time_scaling [2025/03/22 02:55] (current) – [Test-Time Scaling] jmflanig
@@ Line 1: / Line 1: @@
 ====== Test-Time Scaling ======
-Test-time scaling is scaling up test-time compute to improve performance.
+Test-time scaling refers to scaling up test-time compute to improve performance of a language model.  While there are many methods of doing so, one such method is [[large reasoning models]].
 ===== Papers =====
-  * [[https://arxiv.org/pdf/2501.19393|s1: Simple Test-Time Scaling]]
+  * [[https://arxiv.org/pdf/2501.19393|Muennighof et al 2025 - s1: Simple Test-Time Scaling]]
 ===== Related Pages =====
   * [[Large Reasoning Models]]