Weights & Biases
Interpret any PyTorch Model Using W&B Embedding Projector
How to Initialize Weights in PyTorch
AI agent observability
Evaluations Agents Inference Safety and scoring
Build models
Getting started with Apple MLX
A guide to Apple's new deep learning framework. It is faster than Torch on the M1?
Oct 31, 2024
Flyte and Weights & Biases integration
Discover how Flyte’s latest plugin for Weights & Biases allows you to run and integrate ML/AI workflows on Union seamlessly.
Jun 27, 2024
Transfer learning using Pytorch
Today, we'll fine-tune a VGG model with PyTorch on the Caltech-101 dataset while showcasing how leveraging a pre-trained model can boost performance on new tasks
May 21, 2024
torchtune: The new PyTorch LLM fine-tuning library
A library to fine-tune a set of tested and proved LLMs on downstream tasks made by the PyTorch team.
Apr 26, 2024
Skin Lesion Classification on HAM10000 with HuggingFace using PyTorch and W&B
Explore the use of HuggingFace, PyTorch, and W&B for classifying skin lesions with the HAM10000 dataset. We will build, train, and evaluate models for medical diagnostics!
Feb 07, 2024
How To Check If PyTorch Is Using The GPU
In this tutorial, we walk you through how to check if PyTorch is using your GPU.
Nov 07, 2023
A Deep Dive Into Time Masking Using PyTorch
This article delves into time masking techniques in deep learning using PyTorch, exploring strategies, their effects on models, and monitoring with W&B.
Oct 20, 2023
Understanding Logits, Sigmoid, Softmax, and Cross-Entropy Loss in Deep Learning
An explainer comparing commonly used functions in ML \ Jun 02, 2023
Named Entity Recognition With HuggingFace Using PyTorch and W&B
This article explores Named Entity Recognition (NER) using HuggingFace, PyTorch, and W&B. It covers the process of training a model on the CoNLL2003 dataset and performing NER on example sentences.
Jun 01, 2023
Extractive Question Answering With HuggingFace Using PyTorch and W&B
This article explores extractive question answering using HuggingFace Transformers, PyTorch, and W&B. Learn how to build a SOTA question-answering model.
May 19, 2023
Low-Light Image Enhancement: Lighting up Images in the Deep Learning Era
In this article, we explore some deep learning techniques for low-light image enhancement, so that you can enhance images taken under sub-optimal conditions. \ Apr 04, 2023
Why You Should Upgrade Your Code to PyTorch 2.0
Taking PyTorch 2.0 for a spin
Apr 03, 2023
Is PyTorch 2.0 Faster Than PyTorch 1.13?
In this article, we make a comparison between the current stable version of PyTorch 1.13 with the latest announced PyTorch 2.0 to see which performs better.
Jan 31, 2023
Torcheval: The New Metrics Library for PyTorch
Digging into the new metrics library for our PyTorch training loops.
Jan 06, 2023
Recommending Amazon Products using Graph Neural Networks in PyTorch Geometric
In this report, we will walk you through how you can leverage PyTorch Geometric along with Weights & Biases to analyse the Amazon products graph and recommend products from the graph.
Dec 28, 2022
How To Eliminate the Data Processing Bottleneck With PyTorch
This article explains how PyTorch seamlessly handles data for us to be able to train our large Deep Learning models efficiently without wasting the GPUs. \ Aug 09, 2022
How To Write Efficient Training Loops in PyTorch
In this tutorial, we cover how to write extremely memory- and compute-efficient training loops in PyTorch, complete with share code and interactive visualizations.
Jul 19, 2022
How To Use Autocast in PyTorch
In this article, we learn how to implement Tensor Autocasting in a short tutorial, complete with code and interactive visualizations, so you can try it yourself. \ Jul 08, 2022
How To Implement Gradient Accumulation in PyTorch
In this article, we learn how to implement gradient accumulation in PyTorch in a short tutorial complete with code and interactive visualizations so you can try for yourself. \ Jul 01, 2022
How to Set Random Seeds in PyTorch and Tensorflow
Learn how to set the random seed for everything in PyTorch and Tensorflow in this short tutorial, which comes complete with code and interactive visualizations.
Jun 22, 2022