Main links

Tutorials
Announcements
Stable Diffusion
ML
CV
NLP
3D
💎 Get paid to write
We're hiring!

Secondary links

Docs
Community Forum
Contact Sales

Press Enter to search

Tutorials
Announcements
Stable Diffusion
ML
CV
NLP
3D
💎 Get paid to write
We're hiring!

Docs
Community Forum
Contact Sales

Press Enter to search

NLP

Articles

Featured public

Tutorial

Automated metrics for evaluating the quality of text generation

Follow this blog post to learn about several of the best metrics used for evaluating the quality of generated text, including: BLEU, ROUGE, BERTscore, METEOR, Self-BLEU, and Word Mover's Distance. We then show how to use them in a Gradient Notebook.

By Prakhar Mishra

• 7 months ago

Featured public

Tutorial

Zero-shot Text Classification with Hugging Face 🤗 on Gradient

In this tutorial, we look at and implement the pipeline for running zero-shot text classification with Hugging Face on a Gradient Notebook.

By Prakhar Mishra

• 8 months ago

Featured public

Tutorial

Popular Data Augmentation Techniques in NLP

This article explores, suggests, and breaks down four popular techniques for augmenting data meant to be used with NLP.

By Prakhar Mishra

• 8 months ago

Featured public

Tutorial

BERT Transformers for Natural Language Processing

In this tutorial, we examine how the BERT language model works in detail before jumping into a coding demo. We then showed how to fine-tune the model for a particular text classification task.

By Bharath K

• 9 months ago

Featured public

NLP

GPT-NeoX: A 20 Billion Parameter NLP Model on Gradient Multi-GPU

Follow this guide to learn how to set up and use GPT-NeoX-20B within Paperspace Gradient to generate text in response to an inputted prompt.

By Nick Ball

• a year ago

Featured public

TensorFlow

Transformers For Text Classification

This new comprehensive guide will usher you through creating your own transformers nlp model for semantic analysis following two methodologies: from scratch and using a pre-trained TF-Hub model.

By Bharath K

• a year ago

public

PyTorch

Sentence Embeddings with PyTorch Lightning

Follow this guide to see how PyTorch Lightning can abstract much of the hassle of conducting NLP with Gradient!

By Abhijith Neil Abraham

• a year ago

Featured public

NLP

Solving Question-Answering on Tabular Data: A Comparison

Tapas & TableQA are libraries enable users to input questions directly, as if using regular speech, to enact sql-like queries on tabular data. Check out how to use it with Gradient to solve your question-answering problems!

By Abhijith Neil Abraham

• a year ago