First Look at Reasoning From Scratch: Chapter 1
Welcome to the next stage of large language models (LLMs): reasoning. LLMs have transformed how we process and generate text, but their success has been largely driven by statistical pattern recognition. However, new advances in reasoning methodologies now enable LLMs to tackle more complex tasks, such as solving logical puzzles or multi-step arithmetic. Understanding these methodologies is the central focus of this book.
The State of LLM Reasoning Model Inference
Inference-Time Compute Scaling Methods to Improve Reasoning Models
Understanding Reasoning LLMs
Methods and Strategies for Building and Refining Reasoning Models
Noteworthy AI Research Papers of 2024 (Part Two)
Six influential AI papers from July to December
Noteworthy AI Research Papers of 2024 (Part One)
Six influential AI papers from January to June