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Build a Reasoning Model (From Scratch)

Build a Reasoning Model (From Scratch) by Sebastian Raschka

by Sebastian Raschka

Shares rank 38 of 115 programming books by recommenders

Recommended as a practical next step for learning to build reasoning models from scratch, with code designed to run on a regular laptop.

Recommended as a practical next step for learning to build reasoning models from scratch, with code designed to run on a regular laptop.

6 people gave an opinion

recommend it
5
criticize it
1
approval share
83%
Each figure is one person. RecommendsCriticizes

Recommended in 4 of 13 months

  1. November 2025: not recommended
  2. December 2025: not recommended
  3. January 2026: not recommended
  4. February 2026: not recommended
  5. March 2026: not recommended
  6. April 2026: not recommended
  7. May 2026: not recommended
  8. June 2026: not recommended
  9. July 2026: recommended
  10. August 2026: recommended
  11. September 2026: recommended
  12. October 2026: recommended
  13. November 2026: not recommended (month in progress)

Why it doesn’t carry the badge

  • 5 people recommend itNeeds 10 or more, not met.
  • 5 recommenders for every criticNeeds 2 to 1 or better, met.
  • Recommended in 4 of 13 monthsNeeds 4 or more, met.

The same three rules apply to every product, and the badge can’t be bought. How the badge works

What people say about it

The reasons people give, with the number of comments that give each one. Open a reason to read what they said.

Why people recommend it

Each mark is one comment

  • Author wrote excellent LLM books

    “I recommend his book, "Build a Reasoning Model (From Scratch)", which is also linked in the article.”

    Comment from 20 Jul 2026 in “Controlling Reasoning Effort in LLMs”

    “as well as his new book on reasoning models that came out recently”

    Comment from 25 Aug 2026 in “I were 17, I'd learn how to build LLMs from scratch”

    “Sebastian is the author of two excellent books related to LLMs”

    Comment from 30 Sep 2026 in “Language models for text classification: From bag-of-words to Jev”

Other programming books people recommend

The four most recommended other programming books, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.

Build a Reasoning Model (From Scratch) by Sebastian Raschka compared with 4 alternatives
ProductRecommendCriticizeApprovalMonthsOwnedBadge
Crafting Interpretersby Robert Nystrom60494%10—Approved
Clean Codeby Robert C. Martin318726%9——
The Pragmatic Programmerby Andy Hunt and Dave Thomas28197%7—Approved
How to Design Programsby Matthias Felleisen and Robert Bruce Findler and Matthew Flatt and Shriram Krishnamurthi18290%7—Approved
Build a Reasoning Model (From Scratch)by Sebastian RaschkaThis page5183%4——
See all 115 programming books, ranked

What people said

All 6 comments that mention it, newest first. Each links to the original comment.

“that was a great second step”

RecommendsComment from 27 Oct 2026 in “Sebastian Raschka's from-scratch video course on building reasoning models”

“the code examples have been carefully designed to run efficiently on a regular laptop”

RecommendsComment from 26 Oct 2026 in “Sebastian Raschka's from-scratch video course on building reasoning models”

“Sebastian is the author of two excellent books related to LLMs”

RecommendsComment from 30 Sep 2026 in “Language models for text classification: From bag-of-words to Jev”

“as well as his new book on reasoning models that came out recently”

RecommendsComment from 25 Aug 2026 in “I were 17, I'd learn how to build LLMs from scratch”

“I recommend his book, "Build a Reasoning Model (From Scratch)", which is also linked in the article.”

RecommendsComment from 20 Jul 2026 in “Controlling Reasoning Effort in LLMs”

“i am not really interested in building part and just want to understand theory and practice”

CriticizesComment from 1 Jun 2026 in “CS336: Language Modeling from Scratch”

Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.