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Build a Reasoning LLM from Scratch

Build a Reasoning LLM from Scratch: A Complete Guide to GRPO, RoPE & Pretraining.

Introduction A reasoning LLM is a language model trained not just to predict the next word, but to work through a problem step by step and verify its own conclusions before answering  the approach behind models like OpenAI’s o1 and DeepSeek’s R1. This guide condenses a practical path to building a compact 300–400M parameter GPT-style

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Meet Seungah Chung, the US eighth-grader who used 200 ants to discover landmark navigation

A bright young student embarked on a fascinating ant navigation experiment fueled by her natural curiosity. Through her meticulous research, she uncovered that ants primarily depend on visual markers for navigation. This groundbreaking project garnered her acclaim at a well-regarded science competition, showcasing the potential of such findings to inspire the development of innovative robots

Meet Seungah Chung, the US eighth-grader who used 200 ants to discover landmark navigation Read More »