Scaling LLM Inference with Optimized Sample Compute Allocation
Paper
•
2410.22480
•
Published
Test-Time Compute/Optimal Scaling
-
-
Test-time Computing: from System-1 Thinking to System-2 Thinking
Paper • 2501.02497 • Published • 40 -
Scaling of Search and Learning: A Roadmap to Reproduce o1 from Reinforcement Learning Perspective
Paper • 2412.14135 • Published -
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though
Paper • 2501.04682 • Published • 83 -
O1 Replication Journey: A Strategic Progress Report -- Part 1
Paper • 2410.18982 • Published • 3 -
O1 Replication Journey -- Part 3: Inference-time Scaling for Medical Reasoning
Paper • 2501.06458 • Published • 29 -
DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search
Paper • 2410.03864 • Published • 11