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LLMs From Scratch Book
Reasoning From Scratch Book
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Understanding the 4 Main Approaches to LLM Evaluation (From Scratch)
Multiple-Choice Benchmarks, Verifiers, Leaderboards, and LLM Judges with Code Examples
Oct 5
•
Sebastian Raschka, PhD
258
24
September 2025
Understanding and Implementing Qwen3 From Scratch
A Detailed Look at One of the Leading Open-Source LLMs
Sep 6
•
Sebastian Raschka, PhD
78
4
August 2025
From GPT-2 to gpt-oss: Analyzing the Architectural Advances
And How They Stack Up Against Qwen3
Aug 9
•
Sebastian Raschka, PhD
571
45
July 2025
The Big LLM Architecture Comparison
From DeepSeek-V3 to Kimi K2: A Look At Modern LLM Architecture Design
Jul 19
•
Sebastian Raschka, PhD
1,255
61
LLM Research Papers: The 2025 List (January to June)
A topic-organized collection of 200+ LLM research papers from 2025
Jul 1
•
Sebastian Raschka, PhD
75
5
June 2025
Understanding and Coding the KV Cache in LLMs from Scratch
KV caches are one of the most critical techniques for efficient inference in LLMs in production.
Jun 17
•
Sebastian Raschka, PhD
389
27
May 2025
Coding LLMs from the Ground Up: A Complete Course
Why build LLMs from scratch? It's probably the best and most efficient way to learn how LLMs really work. Plus, many readers have told me they had a lot…
May 10
•
Sebastian Raschka, PhD
234
4
April 2025
The State of Reinforcement Learning for LLM Reasoning
Understanding GRPO and New Insights from Reasoning Model Papers
Apr 19
•
Sebastian Raschka, PhD
437
31
March 2025
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…
Mar 29
•
Sebastian Raschka, PhD
58
15
The State of LLM Reasoning Model Inference
Inference-Time Compute Scaling Methods to Improve Reasoning Models
Mar 8
•
Sebastian Raschka, PhD
394
10
February 2025
Understanding Reasoning LLMs
Methods and Strategies for Building and Refining Reasoning Models
Feb 5
•
Sebastian Raschka, PhD
1,120
40
January 2025
Noteworthy AI Research Papers of 2024 (Part Two)
Six influential AI papers from July to December
Jan 15
•
Sebastian Raschka, PhD
172
10
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