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Modern Advances in Prompt Engineering
Distilling and understanding the most rapidly-evolving research topic in AI...
 • 
Cameron R. Wolfe, Ph.D.
4
DBRX, Continual Pretraining, RewardBench, Faster Inference, and More
A deep dive into recent and impactful advancements in LLM research...
 • 
Cameron R. Wolfe, Ph.D.
6
Mixture-of-Experts (MoE): The Birth and Rise of Conditional Computation
What two decades of research taught us about sparse language models...
 • 
Cameron R. Wolfe, Ph.D.
16
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Easily Train a Specialized LLM: PEFT, LoRA, QLoRA, LLaMA-Adapter, and More
13
Decoder-Only Transformers: The Workhorse of Generative LLMs
 • Cameron R. Wolfe, Ph.D.
13
LLaMA-2 from the Ground Up
 • Cameron R. Wolfe, Ph.D.
4
Advanced Prompt Engineering
 • Cameron R. Wolfe, Ph.D.
6
A Practitioners Guide to Retrieval Augmented Generation (RAG)
 • Cameron R. Wolfe, Ph.D.
2
Mixture-of-Experts (MoE): The Birth and Rise of Conditional Computation
 • Cameron R. Wolfe, Ph.D.
16
Decoder-Only Transformers: The Workhorse of Generative LLMs
Building the world's most influential neural network architecture from scratch...
 • 
Cameron R. Wolfe, Ph.D.
13
Dolma, OLMo, and the Future of Open-Source LLMs
How making open-source LLMs truly open will change AI research for the better...
 • 
Cameron R. Wolfe, Ph.D.
2
A Practitioners Guide to Retrieval Augmented Generation (RAG)
How basic techniques can be used to build powerful applications with LLMs...
 • 
Cameron R. Wolfe, Ph.D.
2
Sleeper Agents, LLM Safety, Finetuning vs. RAG, Synthetic Data, and More
Notable advancements and topics in LLM research from January of 2024...
 • 
Cameron R. Wolfe, Ph.D.
9
The Basics of AI-Powered (Vector) Search
How the modern AI boom has completely revolutionized search applications...
 • 
Cameron R. Wolfe, Ph.D.
Google Gemini: Fact or Fiction?
Breaking down the capabilities of Google's highly anticipated OpenAI competitor...
 • 
Cameron R. Wolfe, Ph.D.
2
Explaining ChatGPT to Anyone in <20 Minutes
Distilling the core components of generative LLMs into an accessible framework...
 • 
Cameron R. Wolfe, Ph.D.
9
Deep (Learning) Focus
Deep (Learning) Focus
I contextualize and explain important topics in AI research.
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