Research Guide: Model Distillation Techniques for Deep Learning
Image Source Knowledge distillation is a model compression technique whereby a small network (student) is taught by a larger trained…
Introduction to Deep Learning with Keras
In this article, we’ll build a simple neural network using Keras. We’ll assume you have prior knowledge of machine learning…
Tracking JAX and Flax models with Comet
JAX is a Python library offering high performance in machine learning with XLA and Just In Time (JIT) compilation. Its…
Fine-tuning BERT for text classification
Photo by Pawel Czerwinski on Unsplash BERT — Bidirectional Encoder Representations from Transformers — is a pre-trained language model for…
Causal Language Modeling with GPT
Photo by Justin W on Unsplash Text generation is the task of producing new text. An example of text generation…
Convolutional Neural Networks: An Intro Tutorial
A Convolutional Neural Network (CNN) is a multilayered neural network with a special architecture to detect complex features in data.…