Deep (Learning) Focus

Deep (Learning) Focus

Home
Notes
The Author
Archive
About

Reward Models

Modeling human preferences for LLMs in the age of reasoning models...
READ THE LATEST
Most Popular
View all
Decoder-Only Transformers: The Workhorse of Generative LLMs
 • Cameron R. Wolfe, Ph.D.
14
Demystifying Reasoning Models
 • Cameron R. Wolfe, Ph.D.
3
Understanding and Using Supervised Fine-Tuning (SFT) for Language Models
 • Cameron R. Wolfe, Ph.D.
5
AI Agents from First Principles
 • Cameron R. Wolfe, Ph.D.
23
AI Agents from First Principles
Understanding AI agents by building upon the most basic concepts of LLMs...
 • 
Cameron R. Wolfe, Ph.D.
23
A Guide for Debugging LLM Training Data
Data-centric techniques and tools that anyone should use when training an LLM...
 • 
Cameron R. Wolfe, Ph.D.
1
Llama 4: The Challenges of Creating a Frontier-Level LLM
The full story behind Llama 4 and Meta's huge pivot in research strategy...
 • 
Cameron R. Wolfe, Ph.D.
2
Vision Large Language Models (vLLMs)
Teaching LLMs to understand images and videos in addition to text...
 • 
Cameron R. Wolfe, Ph.D.
11
nanoMoE: Mixture-of-Experts (MoE) LLMs from Scratch in PyTorch
An introductory, simple, and functional implementation of MoE LLM pretraining...
 • 
Cameron R. Wolfe, Ph.D.
12
Demystifying Reasoning Models
Understanding reasoning models and their relation to standard LLMs...
 • 
Cameron R. Wolfe, Ph.D.
3
Mixture-of-Experts (MoE) LLMs
Understanding models like DeepSeek, Grok, and Mixtral from the ground up...
 • 
Cameron R. Wolfe, Ph.D.
10
Deep (Learning) Focus
Deep (Learning) Focus
I contextualize and explain important topics in AI research.
Recommendations
View all 9
Artificial Intelligence Made Simple
Artificial Intelligence Made Simple
Devansh
Ahead of AI
Ahead of AI
Sebastian Raschka, PhD
Write With AI
Write With AI
Nicolas Cole
LLM Watch
LLM Watch
Pascal Biese
Interconnects
Interconnects
Nathan Lambert

Deep (Learning) Focus

AboutArchiveRecommendationsSitemap
© 2025 Cameron R. Wolfe
Privacy ∙ Terms ∙ Collection notice
Start writingGet the app
Substack is the home for great culture