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Using the PyTorch Profiler with W&B
Charles Frye
Aug 24
Advanced, Domain Agnostic, PyTorch, Tutorial, W&B Meta, Tables, Exemplary
Bad Global Minima Exist and SGD Can Reach Them
Gustavo Sutter P. Carvalho, João Araújo, João Pedro Rodrigues Mattos, João Marcos Cardoso da Silva, Bruno Gomes Coelho
Aug 23
Intermediate, Computer Vision, Classification, JAX, Research, ResNet, Github, Plots, CIFAR10, RC
How to Fine-Tune BERT for Text Classification
akshay uppal
Aug 20
Intermediate, NLP, Classification, Tutorial, BERT, Panels, Plots, Sweeps, Tables, Kaggle, Exemplary, Large Models, LLM, Fine-tuning
Text Classification With AWS SageMaker, HuggingFace, and W&B
Morgan
Aug 19
Beginner, NLP, Language Understanding, HuggingFace, SageMaker, Experiment, Tutorial, Github, Artifacts, Panels, Plots, Sweeps, Tables, Financial
Omnimatte: How to Detect Objects and Their Effects
Scott Condron
Aug 18
Intermediate, Computer Vision, GenAI, Image manipulation, Video, Experiment, Github, Panels, Plots, Tables, TMP, Exemplary
VIDEO: Teaching a Self-Driving RC Car To Obey the Law. And Then Break It.
Justin Tenuto
Aug 18
Beginner, Computer Vision, Object Detection, Case Study, Chum here
How To Fine-Tune Hugging Face Transformers on a Custom Dataset
Ayush Thakur
Aug 17
Beginner, NLP, Language Generation, Language Understanding, HuggingFace, Experiment, Tutorial, DistilBERT, Plots, Chum here, Fine-tuning
Meta Dropout: Learning to Perturb Latent Features for Better Generalization
Joel Joseph
Aug 12
Intermediate, Computer Vision, Classification, Research, Github, Panels, Plots, Sweeps, ImageNet, Omniglot, RC
Reproducible spaCy NLP Experiments with Weights & Biases
Scott Condron
Aug 11
Intermediate, NLP, NER, HuggingFace, spaCy, Experiment, Tutorial, W&B Meta, Artifacts, Panels, Plots, Sweeps, Tables
SF-Net: Single-Frame Supervision for Temporal Action Localization
Kajal Puri
Aug 10
Intermediate, Computer Vision, Video, Research, SF-Net, Plots
When Does Self-Supervision Improve Few-Shot Learning?
Arjun Ashok, Haswanth Aekula
Aug 09
Intermediate, Computer Vision, Classification, Research, ResNet, SSL, Github, Panels, Plots, Sweeps, ImageNet, RC
Using Artifacts to Build an End to End ML Pipeline
Armand du Parc Locmaria
Aug 06
Beginner, Computer Vision, Object Detection, Case Study, Github, Artifacts
Feedforward Networks for Image Classification
Saurav Maheshkar
Aug 05
Intermediate, Computer Vision, Classification, MLP, Github, Plots, ImageNet
Debugging a Self-Driving RC Car
Armand du Parc Locmaria
Aug 04
Beginner, Computer Vision, Object Detection, Case Study, Panels, Plots, Autonomous Vehicles
DALL-E Mini Explained
Boris Dayma, Suraj Patil, Pedro Cuenca, Khalid Saifullah, Tanishq Abraham, Phúc Lê, Luke, Ritobrata Ghosh
Aug 03
Intermediate, Computer Vision, GenAI, OpenAI, Experiment, DALL-E, Panels, Plots, Sweeps, Tables, ImageNet, Large Models
AlphaFold-ed Proteins in W&B Tables
Charles Frye, Stacey Svetlichnaya
Jul 29
Intermediate, Computer Vision, Molecule Generation, Experiment, Tables, Uniprot, Large Models, Health Care
Using AWS Sagemaker and Weights & Biases Together on Digit Recognition with MNIST
Costa Huang
Jul 27
Beginner, Computer Vision, OCR, PyTorch, SageMaker, Tutorial, Github, Panels, Parameter Importance, Plots, Sweeps, Tables, MNIST
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