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How to Fine-Tune BERT for Text Classification
akshay uppalAug 20Intermediate, NLP, Classification, Tutorial, BERT, Panels, Plots, Sweeps, Tables, Kaggle, Exemplary, Large Models, LLM, Fine-tuning
Text Classification With AWS SageMaker, HuggingFace, and W&B
MorganAug 19Beginner, NLP, Language Understanding, HuggingFace, SageMaker, Experiment, Tutorial, Github, Artifacts, Panels, Plots, Sweeps, Tables, Financial
Omnimatte: How to Detect Objects and Their Effects
Scott CondronAug 18Intermediate, Computer Vision, GenAI, Image manipulation, Video, Experiment, Github, Panels, Plots, Tables, TMP, Exemplary
How To Fine-Tune Hugging Face Transformers on a Custom Dataset
Ayush ThakurAug 17Beginner, NLP, Language Generation, Language Understanding, HuggingFace, Experiment, Tutorial, DistilBERT, Plots, Chum here, Fine-tuning
Reproducible spaCy NLP Experiments with Weights & Biases
Scott CondronAug 11Intermediate, NLP, NER, HuggingFace, spaCy, Experiment, Tutorial, W&B Meta, Artifacts, Panels, Plots, Sweeps, Tables
DALL-E Mini Explained
Boris Dayma, Suraj Patil, Pedro Cuenca, Khalid Saifullah, Tanishq Abraham, Phúc Lê, Luke, Ritobrata GhoshAug 03Intermediate, Computer Vision, GenAI, OpenAI, Experiment, DALL-E, Panels, Plots, Sweeps, Tables, ImageNet, Large Models
AlphaFold-ed Proteins in W&B Tables
Charles Frye, Stacey SvetlichnayaJul 29Intermediate, Computer Vision, Molecule Generation, Experiment, Tables, Uniprot, Large Models, Health Care
Using AWS Sagemaker and Weights & Biases Together on Digit Recognition with MNIST
Costa HuangJul 27Beginner, Computer Vision, OCR, PyTorch, SageMaker, Tutorial, Github, Panels, Parameter Importance, Plots, Sweeps, Tables, MNIST
Using W&B with DeepChem: Molecular Graph Convolutional Networks
Kevin ShenJul 26Intermediate, Computer Vision, Molecule Generation, Experiment, GCN, Plots, Tables, Tox21, Health Care
Tables Tutorial: Recreating Whale Melodies on Orchestral Instruments
Stacey SvetlichnayaJul 22Intermediate, Audio, Music Generation, Keras, Experiment, Tables, Chum here
Tables Tutorial: Visualize Text Data & Predictions
Stacey SvetlichnayaJul 20Intermediate, NLP, Text Generation, PyTorch, Experiment, W&B Meta, RNN, Tables, TinyShakespeare, Chum here
Is ImageNet21k a Better Dataset for Transfer Learning in Steganalysis?
Yassine YousfiJul 01Intermediate, Computer Vision, Image manipulation, TIMM, Experiment, EfficientNet, Panels, Plots, ImageNet
Generating Digital Painting Lighting Effects via RGB-space Geometry
Ayush ThakurJun 23Intermediate, Computer Vision, GenAI, Experiment, Research, Github, Panels, Plots, TMP
Gym-μRTS: Toward Affordable Deep Reinforcement Learning Research in Real-Time Strategy Games
Costa Huang, Chris BamfordJun 14Advanced, Reinforcement Learning, Gaming, OpenAI, Experiment, Research, Github, Panels, Plots, Slider
Lyft's High-Capacity End-to-End Camera-Lidar Fusion for 3D Detection
Weights & Biases Case StudiesMay 10Advanced, Computer Vision, Object Detection, Semantic Segmentation, Case Study, Research, Plots, Autonomous Vehicles
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