NLP Articles & Tutorials by Weights & Biases

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WebFormer: The Next Logical Step In Structure Information Extraction

Feb 22

Intermediate, NLP, Language Understanding, Research, Chum here

Using OpenAI's GPT-3 to Generate 'Doctor Who' Episode Synopses

Feb 08

NLP, Text Generation, OpenAI, Experiment, Panels, Plots, Tables, Exemplary, Large Models, LLM, GPT

A Super Easy Guide to the Super Massive Numerai Dataset

Oct 26

Beginner, NLP, Sentiment Analysis, Tutorial, Plots, Financial

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Word2Vec: Teaching Neural Networks to Understand Words

Devjyoti Chakraborty, Aritra Roy Gosthipaty

Dec 09

Intermediate, NLP, Language Understanding, Keras, Research, Github, 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

From EMNIST to Wikisplit: Sentence Composition Using W&B

Nov 05

Intermediate, NLP, OCR, Experiment, CNN, RNN, Panels, Plots

Pretraining a 124-M Parameter GPT-2 Language Model

Oct 22

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

Under the Hood of Recurrent Neural Networks

Aritra Roy Gosthipaty

Oct 09

Intermediate, NLP, Keras, Experiment, RNN, Github, Plots

An Interview With Miles Brundage From OpenAI

Sep 23

Beginner, NLP, OpenAI, Case Study, GPT

Ray Tune: Distributed Hyperparameter Optimization at Scale

Ayush Chaurasia, Lavanya Shukla

Sep 20

Beginner, NLP, GenAI, Ray Tune, W&B Meta, DCGAN, Panels, Plots, Sweeps, MNIST, Image Generation

Modern Scalable Hyperparameter Tuning Methods With Weights & Biases

Ayush Chaurasia

Sep 20

Intermediate, NLP, OCR, Ray Tune, Experiment, DCGAN, Plots, Sweeps, MNIST

How to Train Your HuggingFace Models Twice As Fast

Michaël Benesty

Sep 18

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

How To Get Started With Numerai Using Weights & Biases

Carlo Lepelaars

Jul 28

Intermediate, NLP, Sentiment Analysis, PyTorch, Tutorial, Plots, Financial

Generate Meaningful Captions for Images With Attention Models

Rajesh Shreedhar Bhat, Souradip Chakraborty

Jul 23

Intermediate, Computer Vision, NLP, Text Generation, Keras, Research, CNN, Github, Panels, Plots, Classification

Text Recognition With CRNN-CTC Network

Rajesh Shreedhar Bhat

Jun 28

Intermediate, NLP, OCR, Keras, Experiment, Research, CNN, LSTM, Github, Panels, Plots, Sweeps

Diving Into Model Pruning in Deep Learning

Jun 10

Intermediate, NLP, OCR, Keras, Experiment, Panels, Plots, MNIST

Learning Dynamics of RNNs, and Memory Augmented RNNs

Jun 02

Advanced, NLP, PyTorch, Experiment, RNN, Github, Plots

DeepForm: Track Political Advertising With Deep Learning

Stacey Svetlichnaya

May 21

Intermediate, NLP, OCR, Experiment, CNN, Github, Plots

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

Does Model Size Matter? A Comparison of BERT and DistilBERT

May 12

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

A Step-by-Step Guide to Tracking HuggingFace Model Performance

May 08

Beginner, NLP, HuggingFace, Tutorial, DistilBERT, Plots, Data

Kaggle Starter Kernel: Jigsaw Multilingual Toxic Comment Classification

Apr 07

Intermediate, NLP, Classification, scikit-learn, Tutorial, CNN, DistilBERT, Panels, Plots, Kaggle

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