Blog posts

2024

Understanding LLM through the LLaMA Models

29 minute read

Published:

The LLaMA (Large Language Model Meta-AI) model (arxiv:2302.13971), unveiled by Meta AI in February 2023, stands as a remarkable achievement in the realm of large language models, showcasing a capacity for human-like comprehension and text generation.

2023

Understanding Optimizers in ML Model Training

6 minute read

Published:

An optimizer in the context of machine learning is a crucial component responsible for adjusting the parameters of a model during the training process to minimize the error or loss function.