HuggingFace Articles & Tutorials by Weights & Biases

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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

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Recommender Systems Using Hugging Face & NVIDIA

Dec 14

Articles, HuggingFace, Classification, Beginner, Recommender Systems, W&B Features, Plots

Compare Methods for Converting and Optimizing HuggingFace Models for Deployment

Manan Goel, Anish Shah

Nov 17

HuggingFace, Articles, Experiment, Advanced, Plots, Panels, Tutorial

Unconditional Image Generation Using HuggingFace Diffusers

Nov 10

Articles, HuggingFace, Computer Vision, GenAI, Intermediate, Panels, Plots, Experiment, Tutorial

Making My Kid a Jedi Master With Stable Diffusion and Dreambooth

Oct 21

Stable Diffusion, Articles, Tutorial, GenAI, Computer Vision, Tables, Intermediate, Experiment, HuggingFace

Running Stable Diffusion on an Apple M1 Mac With HuggingFace Diffusers

Aug 31

Articles, GenAI, HuggingFace, Tutorial, Computer Vision, Stable Diffusion, Image Generation, Large Models

Hyperparameter Search for HuggingFace Transformer Models

Jul 14

Articles, Beginner, Sweeps, HuggingFace, Computer Vision, Plots, Tables, NLP

Hyperparameter Optimization for HuggingFace Transformers

Ayush Chaurasia

Sep 15

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

Text Classification With AWS SageMaker, HuggingFace, and W&B

Aug 19

Beginner, NLP, Language Understanding, HuggingFace, SageMaker, Experiment, Tutorial, Github, Artifacts, Panels, Plots, Sweeps, Tables, Financial

How To Fine-Tune Hugging Face Transformers on a Custom Dataset

Aug 17

Beginner, NLP, Language Generation, Language Understanding, HuggingFace, Experiment, Tutorial, DistilBERT, Plots, Chum here, Fine-tuning

Reproducible spaCy NLP Experiments with Weights & Biases

Aug 11

Intermediate, NLP, NER, HuggingFace, spaCy, Experiment, Tutorial, W&B Meta, Artifacts, Panels, Plots, Sweeps, Tables

An Introduction to HuggingFace's Accelerate Library

Apr 27

Beginner, Domain Agnostic, HuggingFace, PyTorch, Tutorial, Github

Training Devanagari Language Models on TPU using Hugging Face and PyTorch

Darshan Deshpande

Mar 26

Intermediate, NLP, Language Understanding, HuggingFace, PyTorch, Experiment, Research, DistilBERT, Plots

Examples of Early Stopping in HuggingFace Transformers

Feb 19

Intermediate, NLP, HuggingFace, Keras, PyTorch, Plots, Early Stopping

SimpleTransformers: Transformers Made Easy

Jan 06

Intermediate, NLP, Classification, HuggingFace, Experiment, Tutorial, DistilBERT, Panels, Plots

Exploring Ways To Use Pretrained Transformers in biome.text

Ignacio Talavera Cepeda

Nov 13

Intermediate, NLP, Classification, HuggingFace, Ray Tune, Experiment, Panels, Plots, Sweeps

Pretraining a 124-M Parameter GPT-2 Language Model

Oct 22

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

How to Train Your HuggingFace Models Twice As Fast

Michaël Benesty

Sep 18

Intermediate, NLP, HuggingFace, Experiment, BERT, Github, Plots, Sweeps

Hugging Tweets: Train a Model to Generate Tweets

May 22

Intermediate, NLP, Language Generation, HuggingFace, Experiment, GPT, Panels, Plots, Sweeps, Tweets

An Example of Transformer Reinforcement Learning

Leandro von Werra

May 13

Intermediate, NLP, Reinforcement Learning, HuggingFace, Experiment, Panels, Plots, Slider, Sweeps

Who Is Them? Text Disambiguation With Transformers

Stacey Svetlichnaya

May 12

Intermediate, NLP, HuggingFace, Experiment, BERT, Panels, Plots, Sweeps

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