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1.

Building LLMs from the Ground Up: A 3-Hour Coding Workshop

magazine.sebastianraschka.com

2 years ago

970 points

2.

LLM Architecture Gallery

sebastianraschka.com

3 months ago

586 points

3.

GPT-OSS vs. Qwen3 and a detailed look how things evolved since GPT-2

magazine.sebastianraschka.com

10 months ago

490 points

4.

Understanding Reasoning LLMs

magazine.sebastianraschka.com

a year ago

473 points

5.

LLM architecture comparison

magazine.sebastianraschka.com

a year ago

418 points

6.

Practical Tips for Finetuning LLMs Using LoRA (Low-Rank Adaptation)

magazine.sebastianraschka.com

3 years ago

342 points

7.

Understanding large language models: A cross-section of the relevant literature

magazine.sebastianraschka.com

3 years ago

307 points

8.

Components of a Coding Agent

magazine.sebastianraschka.com

3 months ago

300 points

9.

Why the original transformer figure is wrong, and some other tidbits about LLMs

magazine.sebastianraschka.com

3 years ago

237 points

10.

Finetuning Large Language Models

magazine.sebastianraschka.com

3 years ago

223 points

11.

Key differences between Python 2.7.x and Python 3.x (2014)

sebastianraschka.com

9 years ago

212 points

12.

Intro to Deep Learning

sebastianraschka.com

5 years ago

189 points

13.

Python, Machine Learning, and Language Wars (2015)

sebastianraschka.com

10 years ago

178 points

14.

Understanding Llama 2 and the New Code Llama LLMs

magazine.sebastianraschka.com

3 years ago

170 points

15.

Python, Machine Learning, and Language Wars. A Highly Subjective Point of View

sebastianraschka.com

11 years ago

167 points

16.

Understanding and coding the self-attention mechanism of large language models

sebastianraschka.com

3 years ago

158 points

17.

Implementing a Principal Component Analysis In Python (2014)

sebastianraschka.com

9 years ago

151 points

18.

Machine Learning with PyTorch and Scikit-Learn

sebastianraschka.com

4 years ago

149 points

19.

A Short Chronology of Deep Learning for Tabular Data

sebastianraschka.com

4 years ago

148 points

20.

Coding Self-Attention, Multi-Head Attention, Cross-Attention, Causal-Attention

magazine.sebastianraschka.com

2 years ago

142 points

21.

Optimizing LLMs from a Dataset Perspective

sebastianraschka.com

3 years ago

138 points

22.

Ten Noteworthy AI Research Papers of 2023

magazine.sebastianraschka.com

2 years ago

128 points

23.

AI and Open Source in 2023

magazine.sebastianraschka.com

3 years ago

123 points

24.

Naive Bayes and Text Classification I – Introduction and Theory

sebastianraschka.com

12 years ago

115 points

25.

Differences between Python 2.7.x and Python 3.x, with examples

sebastianraschka.com

12 years ago

108 points

26.

An introduction to parallel programming using Python's multiprocessing module

sebastianraschka.com

12 years ago

104 points

27.

Training and aligning LLMs with RLHF and RLHF alternatives

magazine.sebastianraschka.com

3 years ago

102 points

28.

Implementing Weight-Decomposed Low-Rank Adaptation (DoRA) from Scratch

magazine.sebastianraschka.com

2 years ago

96 points

29.

Running PyTorch on the M1 GPU

sebastianraschka.com

4 years ago

92 points

30.

Understanding Large Language Models – A Transformative Reading List

sebastianraschka.com

3 years ago

81 points