Machine learning at scale

Home
Archive
About
New
Top
August 2023
#35 Machine UN-learning
Table of contents Introduction. Machine UN-learning. Closing thoughts. Introduction Google has recently introduced the "Machine Unlearning Challenge". I…
 • 
Ludovico Bessi
#34 Scalable Second-order Optimizer for Language Model Pre-training
Table of contents Introduction. Scalable Stochastic Second-order Optimizer for Language Model Pre-Training. Closing thoughts. Introduction I have…
 • 
Ludovico Bessi
#33 Why Data Science projects fail?
Table of contents Introduction. Why Data Science projects fail? Closing thoughts. Introduction I came across [1] which peaked my interest. Machine…
 • 
Ludovico Bessi
#32 LoRA: Low rank adaptation. Finetuning LLM faster!
Table of contents Introduction. LoRA: Low rank adaptation. Finetuning LLM faster. Closing thoughts. Introduction In today's article I am going to…
 • 
Ludovico Bessi
July 2023
#31 Mixture of Experts for inference speed-ups of large scale Machine Learning models.
Table of contents Introduction. Mixture of Experts (MoE) inference and training for at scale AI. Closing thoughts. Introduction. In today's article I am…
 • 
Ludovico Bessi
#30 Pruning vs Quantization. Final showdown!
Table of contents Introduction. Pruning vs quantization. Which one is better? Closing thoughts. Introduction I know what you might be thinking. I have…
 • 
Ludovico Bessi
#29 Object detection: one stage vs two stage networks and evaluation.
Table of contents Introduction. One stage vs two stage. Evaluating object detection models. Closing thoughts. Introduction In today's article I am going…
 • 
Ludovico Bessi
#28 Evaluating Machine Learning ranking models offline and online
Table of contents Introduction. Offline ranking metrics. Closing thoughts. Introduction In today's article I am going to discuss how to evaluate ranking…
 • 
Ludovico Bessi
#27 Gensyn: Decentralised Compute for Machine Learning. The solutions. [Part 2]
Table of contents Introduction. How to design such a system? Closing thoughts. Introduction In the previous article, I described a protocol for…
 • 
Ludovico Bessi
June 2023
#26 Gensyn: Decentralised Compute for Machine Learning. An introduction. [Part 1]
Table of contents Introduction. Introducing Gensyn. Closing thoughts. Introduction Today's article is going to discuss an interesting Litepaper: Gensyn…
 • 
Ludovico Bessi
© 2023 Ludovico Bessi
Privacy ∙ Terms ∙ Collection notice
Start WritingGet the app
Substack is the home for great writing