Inference-time scaling

• s1: Simple test-time scaling [paper]

  • Stanford University.,University of Washington, Seattle. Allen Institute for AI, Contextual AI.

• Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters [paper]

  • UC Berkeley, Google DeepMind

• Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback [paper]

  • Shanghai AI Laboratory, The Chinese University of Hong Kong

• S*: Test Time Scaling for Code Generation [paper]

  • University of California, Berkeley