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rasbt / reasoning-from-scratch

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

Why this job: says: from scratch

What it does

This repository contains the code for developing an LLM reasoning model and is the official code repository for the book *Build a Reasoning Model (From Scratch)*.

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Active
Last commit 7 days ago
Stars
5,808
+41 this week
Licence
Apache-2.0
Allows business use
Downloads for
None listed
No release files
Latest version
v1.0
Released 5 months ago
Built with
Jupyter Notebook
67% of the code

Is it looked after?

Contributors
3
Last 90 days
Issues
97% closed
2 still open
Pull requests
192 merged
0 waiting
Releases
1
1 in the last year
  • No contributing guide
  • No security policy
  • No code of conduct

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More: languages, topics, project record and preview image

Languages

  • Jupyter Notebook 67%
  • Python 33%
  • Shell <1%

Topics

  • ai
  • artificial-intelligence
  • deep-learning
  • large-language-models
  • llms
  • machine-learning
  • python
  • pytorch
  • reasoning
  • reinforcement-learning
  • chain-of-thought
  • distillation

Project record

  • JobLists and guides
  • StatusListed
  • Commits306
  • Forks937
  • Watching67
  • Stars in 28 days+422
  • CreatedMar 4, 2025
  • First seen by usNov 7, 2026
  • CheckedNov 9, 2026

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