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reasoning-from-scratch

Implement a reasoning LLM in PyTorch from scratch, step by step

  • ai
  • artificial-intelligence
  • deep-learning
  • large-language-models
  • llms
  • machine-learning
  • python
  • pytorch
  • reasoning
  • reinforcement-learning
  • chain-of-thought
  • distillation
  • grpo
  • inference-time-scaling
  • llm
View on GitHub
Stars
5,351
Forks
845
+ today
+1
Created
1y

Ranking data as of October 5, 2026 (UTC).

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Overview

Implement a reasoning LLM in PyTorch from scratch, step by step It ranks #3148 on GitTiger, gaining +1 star on October 5, 2026 (UTC).

The project is written in Jupyter Notebook and has 845 forks. It was created 1y ago.

Installation
git clone https://github.com/rasbt/reasoning-from-scratch.git
cd reasoning-from-scratch
# see README for setup