Archive

2026  3

April  1

Differentiable Clustering and Search

April 2, 2026 · 7 min · 1382 words · Julien Seveno

January  2

MarkupLM - Debugging ML Part 1

January 8, 2026 · 14 min · 2780 words · Julien Seveno

Integrated Gradients - Debugging ML Part 2

January 8, 2026 · 14 min · 2850 words · Julien Seveno

2025  19

October  3

Scraping - Refreshing Frequency

October 23, 2025 · 12 min · 2422 words · Julien Seveno

GPT Series - Triton 1 (make GPU go brrr)

October 6, 2025 · 18 min · 3629 words · Julien Seveno

GPT Series - KV Cache

October 1, 2025 · 6 min · 1211 words · Julien Seveno

September  3

GPT Series - Multi-head Self Attention

September 25, 2025 · 5 min · 984 words · Julien Seveno

GPT Series - Positional Embedding

September 16, 2025 · 5 min · 994 words · Julien Seveno

Log Derivation Trick

September 3, 2025 · 4 min · 821 words · Julien Seveno

August  1

Ai Finetuning Learnings

August 29, 2025 · 8 min · 1577 words · Julien Seveno

July  1

Chain-of-Thought is LLMs prompting themselves

July 11, 2025 · 2 min · 257 words · Julien Seveno

June  1

Nemotron

June 5, 2025 · 7 min · 1390 words · Julien Seveno

May  1

Flash Attention

May 18, 2025 · 6 min · 1121 words · Julien Seveno

April  2

Webformers

April 16, 2025 · 7 min · 1491 words · Julien Seveno

Kolmogorov AI Framework | Part2 - brainfuck

April 2, 2025 · 7 min · 1416 words · Julien Seveno

March  7

EPITA Courses - Continuous Physics Informed Neural Networks

March 16, 2025 · 9 min · 1721 words · Julien Seveno

EPITA Courses - Transformers

March 16, 2025 · 10 min · 1919 words · Julien Seveno

EPITA Courses - Recurrent Neural Networks

March 16, 2025 · 8 min · 1691 words · Julien Seveno

EPITA Courses - Timeseries

March 16, 2025 · 20 min · 4245 words · Julien Seveno

About Me

March 16, 2025 · 2 min · 218 words · Julien Seveno

MLX DQN

March 16, 2025 · 5 min · 1063 words · Julien Seveno

Kolmogorov AI Framework | Part 1

March 13, 2025 · 23 min · 4865 words · Julien Seveno

2024  5

November  1

Physics Informed Neural Networks

November 4, 2024 · 8 min · 1700 words · Julien Seveno

May  1

LoRA: Low Rank Adaptation

May 24, 2024 · 6 min · 1133 words · Julien Seveno

January  3

Le problème des vendeurs de plage

January 31, 2024 · 10 min · 2020 words · Julien Seveno

Ternary Computing

January 31, 2024 · 15 min · 3137 words · Julien Seveno

Code injection

January 24, 2024 · 10 min · 2040 words · Julien Seveno