Large Models Articles & Tutorials by Weights & Biases

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Speed Up Stable Diffusion on Your M1Pro Macbook Pro

Sep 28

Articles, Hardware, Intermediate, Stable Diffusion, GenAI, Computer Vision, Large Models, Experiment

A Gentle Introduction to Dance Diffusion

Sep 26

Harmonai, Articles, Audio, Beginner, GenAI, Large Models

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Fine-Tuning Tips and Exploration on OpenAI's GPT-3

Feb 08

Beginner, NLP, Text Generation, OpenAI, Experiment, Tutorial, Panels, Plots, Tables, Large Models, LLM, Fine-tuning, GPT

Financial Sentiment Analysis on Stock Market Headlines With FinBERT & HuggingFace

Sep 30

Intermediate, NLP, Sentiment Analysis, HuggingFace, Experiment, Tutorial, FinBERT, Tables, FiQA, Financial, Exemplary, Large Models, LLM

Hyperparameter Optimization for HuggingFace Transformers

Ayush Chaurasia

Sep 15

Intermediate, NLP, HuggingFace, Ray Tune, Research, Tutorial, BERT, Sweeps, RTE, Large Models, LLM

How to Fine-Tune BERT for Text Classification

Aug 20

Intermediate, NLP, Classification, Tutorial, BERT, Panels, Plots, Sweeps, Tables, Kaggle, Exemplary, Large Models, LLM, Fine-tuning

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

How Graphcore Is Supporting the Next Generation of Large Models With the Help of W&B

Weights & Biases Case Studies

May 25

Beginner, Hardware, NLP, Case Study, BERT, Large Models

Pretraining a 124-M Parameter GPT-2 Language Model

Oct 22

Intermediate, NLP, HuggingFace, Keras, Experiment, BERT, Plots, Kaggle, Large Models, GPT

Does Model Size Matter? A Comparison of BERT and DistilBERT

May 12

Intermediate, NLP, HuggingFace, Experiment, BERT, DistilBERT, Github, Panels, Plots, Sweeps, Large Models

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