Implementing DistilBERT: A Distilled BERT Model Code

Implementing DistilBERT: A Distilled BERT Model Code

Source: DeepHub IMBA This article is about 2700 words long and suggests a reading time of 9 minutes. This article takes you into the details of Distil and provides a complete code implementation. This article provides a detailed introduction to DistilBERT and gives a complete code implementation. Machine learning models have become increasingly large, and … Read more

Beginner’s Guide to BERT: From Theory to Practice

Beginner's Guide to BERT: From Theory to Practice

Click the “MLNLP” above and select the “Starred” public account Heavyweight content delivered first Author: Jay Alammar, Translated by Qbit AI BERT, as a key player in the field of natural language processing, is something that NLPer can’t avoid. However, for those with little experience and weak foundations, mastering BERT can be a bit challenging. … Read more

Comparison of BERT, RoBERTa, DistilBERT, and XLNet Usage

Comparison of BERT, RoBERTa, DistilBERT, and XLNet Usage

Click on the above “MLNLP” to select the “Star” public account Heavyweight content delivered at the first time Reprinted from the public account: AI Technology Review Introduction:Which is stronger, BERT, RoBERTa, DistilBERT, or XLNet?Choosing among different research fields and application scenarios has become a big challenge.Don’t panic, this article will help you clarify your thoughts. … Read more

Beginner’s Guide to Using BERT: Principles and Hands-On Examples

Beginner's Guide to Using BERT: Principles and Hands-On Examples

Author Jay Alammar, Translated by QbitAI | WeChat Official Account QbitAI BERT, as a key player in the field of natural language processing, is an unavoidable topic for NLPer. However, for those with little experience and a weak foundation, mastering BERT can be a bit challenging. Now, tech blogger Jay Alammar has created a “Visual … Read more

Choosing Between BERT, RoBERTa, DistilBERT, and XLNet

Choosing Between BERT, RoBERTa, DistilBERT, and XLNet

Planning | Liu Yan Author | Suleiman Khan Translation | Nuclear Cola Editor | Linda AI Frontline Overview: Google BERT and other transformer-based models have recently swept the entire NLP field, significantly surpassing previous state-of-the-art solutions in various tasks. Recently, Google has made several improvements to BERT, leading to a series of impressive enhancements. In … Read more

Step-By-Step Guide to Sentence Classification Using BERT

Step-By-Step Guide to Sentence Classification Using BERT

Produced by Big Data Digest Source:GitHub Compiled by:LYLM, Wang Zhuanzhuan, Li Lei, Qian Tianpei In recent years, the development of machine learning language processing models has progressed rapidly, moving beyond the experimental stage and into application in some advanced electronic products. For example, Google recently announced that the BERT model has become the main driving … Read more

BERT Model: A Quick Start Guide

BERT Model: A Quick Start Guide

Selected from GitHub Author: Jay Alammar Contributors: Wang Zijia, Geek AI If you are a natural language processing practitioner, you must have heard of the recently popular BERT model.This article is a detailed tutorial on using a simplified version of the BERT model—DisTillBERT to complete the sentiment classification task of sentences, making it an invaluable … Read more